{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**实验目标：**\n",
    "通过本实验，你将学习并实践信号处理中的三个重要任务：端点检测、基音周期检测以及 MFCC 特征提取。这些任务是语音信号处理和音频处理中的基础，对于语音识别和语音分析等应用至关重要。其中，端点检测、基音周期检测实验可以二选一，MFCC特征提取实验必须完成。\n",
    "\n",
    "**实验方法：**\n",
    "\n",
    "**1. 端点检测：**\n",
    "  - 阅读端点检测的相关文献或资料，了解双门限法的原理和实现方式。\n",
    "  - 使用 Python 编程语言，实现端点检测算法。\n",
    "  - 在代码中设定合适的阈值来检测端点，你可以尝试不同的阈值来获取更好的效果。\n",
    "  - 编写代码以可视化端点检测结果，将检测到的端点在原始信号上标出。\n",
    "\n",
    "**2. 基音周期检测：**\n",
    "  - 学习基音周期检测的原理，理解基音周期在语音信号中的重要性。\n",
    "  - 使用 librosa 库或其他音频处理库加载音频数据。\n",
    "  - 探索基音周期检测的方法，并尝试实现其中一种方法。你可以使用自相关函数或其他方法来检测基音周期。\n",
    "  - 编写代码以可视化基音周期检测的结果，将检测到的基音周期在音频信号上标出。\n",
    "\n",
    "**3. MFCC 特征提取：**\n",
    "  - 了解 MFCC 特征在语音信号处理中的重要性以及其在语音识别中的应用。\n",
    "  - 使用 librosa 库或其他音频处理库加载音频数据。\n",
    "  - 实现 MFCC 特征提取算法。\n",
    "  - 编写代码以可视化提取的 MFCC 特征，观察不同时间段内的特征变化。\n",
    "  \n",
    "**实验要求：**\n",
    "\n",
    "录制一段音频，并开展上述实验，并可视化实验结果，并保存图片到本地。其中实验1和2可任选一个，实验3必做。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# #安装依赖库，可以跳过已安装的库\n",
    "%pip install -r requirements.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 如果上面安装失败，可以使用下面的命令分别安装\n",
    "%pip install numpy\n",
    "%pip install matplotlib\n",
    "%pip install scipy\n",
    "%pip install pandas\n",
    "%pip install pyaudio\n",
    "%pip install wave\n",
    "%pip install librosa\n",
    "%pip install IPython"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: numpy\n",
      "Version: 1.24.4\n",
      "Summary: Fundamental package for array computing in Python\n",
      "Home-page: https://www.numpy.org\n",
      "Author: Travis E. Oliphant et al.\n",
      "Author-email: \n",
      "License: BSD-3-Clause\n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: \n",
      "Required-by: altair, biopython, contourpy, gradio, kneed, librosa, matplotlib, numba, onnxruntime-gpu, openunmix, pandas, pyarrow, pydeck, scikit-learn, scipy, seaborn, soxr, streamlit, torchlibrosa\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "Name: matplotlib\n",
      "Version: 3.7.4\n",
      "Summary: Python plotting package\n",
      "Home-page: https://matplotlib.org\n",
      "Author: John D. Hunter, Michael Droettboom\n",
      "Author-email: matplotlib-users@python.org\n",
      "License: PSF\n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: contourpy, cycler, fonttools, importlib-resources, kiwisolver, numpy, packaging, pillow, pyparsing, python-dateutil\n",
      "Required-by: gradio, seaborn, voicefixer2\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "Name: scipy\n",
      "Version: 1.10.1\n",
      "Summary: Fundamental algorithms for scientific computing in Python\n",
      "Home-page: https://scipy.org/\n",
      "Author: \n",
      "Author-email: \n",
      "License: Copyright (c) 2001-2002 Enthought, Inc. 2003-2022, SciPy Developers.\n",
      "        All rights reserved.\n",
      "        \n",
      "        Redistribution and use in source and binary forms, with or without\n",
      "        modification, are permitted provided that the following conditions\n",
      "        are met:\n",
      "        \n",
      "        1. Redistributions of source code must retain the above copyright\n",
      "           notice, this list of conditions and the following disclaimer.\n",
      "        \n",
      "        2. Redistributions in binary form must reproduce the above\n",
      "           copyright notice, this list of conditions and the following\n",
      "           disclaimer in the documentation and/or other materials provided\n",
      "           with the distribution.\n",
      "        \n",
      "        3. Neither the name of the copyright holder nor the names of its\n",
      "           contributors may be used to endorse or promote products derived\n",
      "           from this software without specific prior written permission.\n",
      "        \n",
      "        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n",
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      "        LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n",
      "        A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n",
      "        OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n",
      "        SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT\n",
      "        LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,\n",
      "        DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY\n",
      "        THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT\n",
      "        (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\n",
      "        OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n",
      "        \n",
      "        ----\n",
      "        \n",
      "        This binary distribution of SciPy also bundles the following software:\n",
      "        \n",
      "        \n",
      "        Name: OpenBLAS\n",
      "        Files: .libs/libopenb*.so\n",
      "        Description: bundled as a dynamically linked library\n",
      "        Availability: https://github.com/xianyi/OpenBLAS/\n",
      "        License: 3-clause BSD\n",
      "          Copyright (c) 2011-2014, The OpenBLAS Project\n",
      "          All rights reserved.\n",
      "          \n",
      "          Redistribution and use in source and binary forms, with or without\n",
      "          modification, are permitted provided that the following conditions are\n",
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      "          \n",
      "             1. Redistributions of source code must retain the above copyright\n",
      "                notice, this list of conditions and the following disclaimer.\n",
      "          \n",
      "             2. Redistributions in binary form must reproduce the above copyright\n",
      "                notice, this list of conditions and the following disclaimer in\n",
      "                the documentation and/or other materials provided with the\n",
      "                distribution.\n",
      "             3. Neither the name of the OpenBLAS project nor the names of \n",
      "                its contributors may be used to endorse or promote products \n",
      "                derived from this software without specific prior written \n",
      "                permission.\n",
      "          \n",
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      "          USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n",
      "        \n",
      "        \n",
      "        Name: LAPACK\n",
      "        Files: .libs/libopenb*.so\n",
      "        Description: bundled in OpenBLAS\n",
      "        Availability: https://github.com/xianyi/OpenBLAS/\n",
      "        License 3-clause BSD\n",
      "          Copyright (c) 1992-2013 The University of Tennessee and The University\n",
      "                                  of Tennessee Research Foundation.  All rights\n",
      "                                  reserved.\n",
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      "            in this license in the documentation and/or other materials\n",
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      "          OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n",
      "          SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT\n",
      "          LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,\n",
      "          DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY\n",
      "          THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT\n",
      "          (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\n",
      "          OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n",
      "        \n",
      "        \n",
      "        Name: GCC runtime library\n",
      "        Files: .libs/libgfortran*.so\n",
      "        Description: dynamically linked to files compiled with gcc\n",
      "        Availability: https://gcc.gnu.org/viewcvs/gcc/\n",
      "        License: GPLv3 + runtime exception\n",
      "          Copyright (C) 2002-2017 Free Software Foundation, Inc.\n",
      "          \n",
      "          Libgfortran is free software; you can redistribute it and/or modify\n",
      "          it under the terms of the GNU General Public License as published by\n",
      "          the Free Software Foundation; either version 3, or (at your option)\n",
      "          any later version.\n",
      "          \n",
      "          Libgfortran is distributed in the hope that it will be useful,\n",
      "          but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
      "          MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n",
      "          GNU General Public License for more details.\n",
      "          \n",
      "          Under Section 7 of GPL version 3, you are granted additional\n",
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      "          You should have received a copy of the GNU General Public License and\n",
      "          a copy of the GCC Runtime Library Exception along with this program;\n",
      "          see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see\n",
      "          <http://www.gnu.org/licenses/>.\n",
      "        \n",
      "        ----\n",
      "        \n",
      "        Full text of license texts referred to above follows (that they are\n",
      "        listed below does not necessarily imply the conditions apply to the\n",
      "        present binary release):\n",
      "        \n",
      "        ----\n",
      "        \n",
      "        GCC RUNTIME LIBRARY EXCEPTION\n",
      "        \n",
      "        Version 3.1, 31 March 2009\n",
      "        \n",
      "        Copyright (C) 2009 Free Software Foundation, Inc. <http://fsf.org/>\n",
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      "        presumption that third-party software is unaffected by the copyleft\n",
      "        requirements of the license of GCC.\n",
      "        \n",
      "        ----\n",
      "        \n",
      "                            GNU GENERAL PUBLIC LICENSE\n",
      "                               Version 3, 29 June 2007\n",
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      "          You may convey a work based on the Program, or the modifications to\n",
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      "            d) If the work has interactive user interfaces, each must display\n",
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      "        beyond what the individual works permit.  Inclusion of a covered work\n",
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      "        \n",
      "          6. Conveying Non-Source Forms.\n",
      "        \n",
      "          You may convey a covered work in object code form under the terms\n",
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      "        machine-readable Corresponding Source under the terms of this License,\n",
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      "        \n",
      "            a) Convey the object code in, or embodied in, a physical product\n",
      "            (including a physical distribution medium), accompanied by the\n",
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      "            b) Convey the object code in, or embodied in, a physical product\n",
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      "            more than your reasonable cost of physically performing this\n",
      "            conveying of source, or (2) access to copy the\n",
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      "        \n",
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      "            alternative is allowed only occasionally and noncommercially, and\n",
      "            only if you received the object code with such an offer, in accord\n",
      "            with subsection 6b.\n",
      "        \n",
      "            d) Convey the object code by offering access from a designated\n",
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      "        \n",
      "            e) Convey the object code using peer-to-peer transmission, provided\n",
      "            you inform other peers where the object code and Corresponding\n",
      "            Source of the work are being offered to the general public at no\n",
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      "        \n",
      "          A separable portion of the object code, whose source code is excluded\n",
      "        from the Corresponding Source as a System Library, need not be\n",
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      "        \n",
      "          A \"User Product\" is either (1) a \"consumer product\", which means any\n",
      "        tangible personal property which is normally used for personal, family,\n",
      "        or household purposes, or (2) anything designed or sold for incorporation\n",
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      "        of the particular user or of the way in which the particular user\n",
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      "          \"Installation Information\" for a User Product means any methods,\n",
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      "        and execute modified versions of a covered work in that User Product from\n",
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      "        suffice to ensure that the continued functioning of the modified object\n",
      "        code is in no case prevented or interfered with solely because\n",
      "        modification has been made.\n",
      "        \n",
      "          If you convey an object code work under this section in, or with, or\n",
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      "        Corresponding Source conveyed under this section must be accompanied\n",
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      "        if neither you nor any third party retains the ability to install\n",
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      "        for a work that has been modified or installed by the recipient, or for\n",
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      "        \n",
      "          Corresponding Source conveyed, and Installation Information provided,\n",
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      "        documented (and with an implementation available to the public in\n",
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      "        \n",
      "          7. Additional Terms.\n",
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      "          \"Additional permissions\" are terms that supplement the terms of this\n",
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      "        Additional permissions that are applicable to the entire Program shall\n",
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      "        that they are valid under applicable law.  If additional permissions\n",
      "        apply only to part of the Program, that part may be used separately\n",
      "        under those permissions, but the entire Program remains governed by\n",
      "        this License without regard to the additional permissions.\n",
      "        \n",
      "          When you convey a copy of a covered work, you may at your option\n",
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      "        \n",
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      "          8. Termination.\n",
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      "          You may not propagate or modify a covered work except as expressly\n",
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      "          You are not required to accept this License in order to receive or\n",
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      "        occurring solely as a consequence of using peer-to-peer transmission\n",
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      "        nothing other than this License grants you permission to propagate or\n",
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      "        purposes of this definition, \"control\" includes the right to grant\n",
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      "        patent license under the contributor's essential patent claims, to\n",
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      "          In the following three paragraphs, a \"patent license\" is any express\n",
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      "        consistent with the requirements of this License, to extend the patent\n",
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      "        covered work in a country, or your recipient's use of the covered work\n",
      "        in a country, would infringe one or more identifiable patents in that\n",
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      "          A patent license is \"discriminatory\" if it does not include within\n",
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      "        parties who would receive the covered work from you, a discriminatory\n",
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      "        or that patent license was granted, prior to 28 March 2007.\n",
      "        \n",
      "          Nothing in this License shall be construed as excluding or limiting\n",
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      "        \n",
      "          12. No Surrender of Others' Freedom.\n",
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      "          If conditions are imposed on you (whether by court order, agreement or\n",
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      "        not convey it at all.  For example, if you agree to terms that obligate you\n",
      "        to collect a royalty for further conveying from those to whom you convey\n",
      "        the Program, the only way you could satisfy both those terms and this\n",
      "        License would be to refrain entirely from conveying the Program.\n",
      "        \n",
      "          13. Use with the GNU Affero General Public License.\n",
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      "          Notwithstanding any other provision of this License, you have\n",
      "        permission to link or combine any covered work with a work licensed\n",
      "        under version 3 of the GNU Affero General Public License into a single\n",
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      "        but the special requirements of the GNU Affero General Public License,\n",
      "        section 13, concerning interaction through a network will apply to the\n",
      "        combination as such.\n",
      "        \n",
      "          14. Revised Versions of this License.\n",
      "        \n",
      "          The Free Software Foundation may publish revised and/or new versions of\n",
      "        the GNU General Public License from time to time.  Such new versions will\n",
      "        be similar in spirit to the present version, but may differ in detail to\n",
      "        address new problems or concerns.\n",
      "        \n",
      "          Each version is given a distinguishing version number.  If the\n",
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      "        Foundation.  If the Program does not specify a version number of the\n",
      "        GNU General Public License, you may choose any version ever published\n",
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      "        \n",
      "          If the Program specifies that a proxy can decide which future\n",
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      "          Later license versions may give you additional or different\n",
      "        permissions.  However, no additional obligations are imposed on any\n",
      "        author or copyright holder as a result of your choosing to follow a\n",
      "        later version.\n",
      "        \n",
      "          15. Disclaimer of Warranty.\n",
      "        \n",
      "          THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY\n",
      "        APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT\n",
      "        HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM \"AS IS\" WITHOUT WARRANTY\n",
      "        OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,\n",
      "        THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n",
      "        PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM\n",
      "        IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF\n",
      "        ALL NECESSARY SERVICING, REPAIR OR CORRECTION.\n",
      "        \n",
      "          16. Limitation of Liability.\n",
      "        \n",
      "          IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING\n",
      "        WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS\n",
      "        THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY\n",
      "        GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE\n",
      "        USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF\n",
      "        DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD\n",
      "        PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),\n",
      "        EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF\n",
      "        SUCH DAMAGES.\n",
      "        \n",
      "          17. Interpretation of Sections 15 and 16.\n",
      "        \n",
      "          If the disclaimer of warranty and limitation of liability provided\n",
      "        above cannot be given local legal effect according to their terms,\n",
      "        reviewing courts shall apply local law that most closely approximates\n",
      "        an absolute waiver of all civil liability in connection with the\n",
      "        Program, unless a warranty or assumption of liability accompanies a\n",
      "        copy of the Program in return for a fee.\n",
      "        \n",
      "                             END OF TERMS AND CONDITIONS\n",
      "        \n",
      "                    How to Apply These Terms to Your New Programs\n",
      "        \n",
      "          If you develop a new program, and you want it to be of the greatest\n",
      "        possible use to the public, the best way to achieve this is to make it\n",
      "        free software which everyone can redistribute and change under these terms.\n",
      "        \n",
      "          To do so, attach the following notices to the program.  It is safest\n",
      "        to attach them to the start of each source file to most effectively\n",
      "        state the exclusion of warranty; and each file should have at least\n",
      "        the \"copyright\" line and a pointer to where the full notice is found.\n",
      "        \n",
      "            <one line to give the program's name and a brief idea of what it does.>\n",
      "            Copyright (C) <year>  <name of author>\n",
      "        \n",
      "            This program is free software: you can redistribute it and/or modify\n",
      "            it under the terms of the GNU General Public License as published by\n",
      "            the Free Software Foundation, either version 3 of the License, or\n",
      "            (at your option) any later version.\n",
      "        \n",
      "            This program is distributed in the hope that it will be useful,\n",
      "            but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
      "            MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n",
      "            GNU General Public License for more details.\n",
      "        \n",
      "            You should have received a copy of the GNU General Public License\n",
      "            along with this program.  If not, see <http://www.gnu.org/licenses/>.\n",
      "        \n",
      "        Also add information on how to contact you by electronic and paper mail.\n",
      "        \n",
      "          If the program does terminal interaction, make it output a short\n",
      "        notice like this when it starts in an interactive mode:\n",
      "        \n",
      "            <program>  Copyright (C) <year>  <name of author>\n",
      "            This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.\n",
      "            This is free software, and you are welcome to redistribute it\n",
      "            under certain conditions; type `show c' for details.\n",
      "        \n",
      "        The hypothetical commands `show w' and `show c' should show the appropriate\n",
      "        parts of the General Public License.  Of course, your program's commands\n",
      "        might be different; for a GUI interface, you would use an \"about box\".\n",
      "        \n",
      "          You should also get your employer (if you work as a programmer) or school,\n",
      "        if any, to sign a \"copyright disclaimer\" for the program, if necessary.\n",
      "        For more information on this, and how to apply and follow the GNU GPL, see\n",
      "        <http://www.gnu.org/licenses/>.\n",
      "        \n",
      "          The GNU General Public License does not permit incorporating your program\n",
      "        into proprietary programs.  If your program is a subroutine library, you\n",
      "        may consider it more useful to permit linking proprietary applications with\n",
      "        the library.  If this is what you want to do, use the GNU Lesser General\n",
      "        Public License instead of this License.  But first, please read\n",
      "        <http://www.gnu.org/philosophy/why-not-lgpl.html>.\n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: numpy\n",
      "Required-by: kneed, librosa, scikit-learn, voicefixer2\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "Name: pandas\n",
      "Version: 2.0.3\n",
      "Summary: Powerful data structures for data analysis, time series, and statistics\n",
      "Home-page: \n",
      "Author: \n",
      "Author-email: The Pandas Development Team <pandas-dev@python.org>\n",
      "License: BSD 3-Clause License\n",
      "        \n",
      "        Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team\n",
      "        All rights reserved.\n",
      "        \n",
      "        Copyright (c) 2011-2023, Open source contributors.\n",
      "        \n",
      "        Redistribution and use in source and binary forms, with or without\n",
      "        modification, are permitted provided that the following conditions are met:\n",
      "        \n",
      "        * Redistributions of source code must retain the above copyright notice, this\n",
      "          list of conditions and the following disclaimer.\n",
      "        \n",
      "        * Redistributions in binary form must reproduce the above copyright notice,\n",
      "          this list of conditions and the following disclaimer in the documentation\n",
      "          and/or other materials provided with the distribution.\n",
      "        \n",
      "        * Neither the name of the copyright holder nor the names of its\n",
      "          contributors may be used to endorse or promote products derived from\n",
      "          this software without specific prior written permission.\n",
      "        \n",
      "        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n",
      "        AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n",
      "        IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE\n",
      "        DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE\n",
      "        FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL\n",
      "        DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR\n",
      "        SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER\n",
      "        CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,\n",
      "        OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\n",
      "        OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n",
      "        \n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: numpy, python-dateutil, pytz, tzdata\n",
      "Required-by: altair, gradio, seaborn, streamlit\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "\u001B[33mWARNING: Package(s) not found: pyaudio\u001B[0m\u001B[33m\n",
      "\u001B[0mNote: you may need to restart the kernel to use updated packages.\n",
      "\u001B[33mWARNING: Package(s) not found: wave\u001B[0m\u001B[33m\n",
      "\u001B[0mNote: you may need to restart the kernel to use updated packages.\n",
      "Name: librosa\n",
      "Version: 0.10.1\n",
      "Summary: Python module for audio and music processing\n",
      "Home-page: https://librosa.org\n",
      "Author: Brian McFee, librosa development team\n",
      "Author-email: brian.mcfee@nyu.edu\n",
      "License: ISC\n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: audioread, decorator, joblib, lazy-loader, msgpack, numba, numpy, pooch, scikit-learn, scipy, soundfile, soxr, typing-extensions\n",
      "Required-by: torchlibrosa, voicefixer2\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "Name: ipython\n",
      "Version: 8.12.0\n",
      "Summary: IPython: Productive Interactive Computing\n",
      "Home-page: https://ipython.org\n",
      "Author: The IPython Development Team\n",
      "Author-email: ipython-dev@python.org\n",
      "License: BSD-3-Clause\n",
      "Location: /home/bbs/miniconda3/envs/mdx/lib/python3.8/site-packages\n",
      "Requires: backcall, decorator, jedi, matplotlib-inline, pexpect, pickleshare, prompt-toolkit, pygments, stack-data, traitlets, typing-extensions\n",
      "Required-by: ipykernel\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip show numpy\n",
    "%pip show matplotlib\n",
    "%pip show scipy\n",
    "%pip show pandas\n",
    "%pip show pyaudio\n",
    "%pip show wave\n",
    "%pip show librosa\n",
    "%pip show IPython\n",
    "# 如果显示WARNING: Package(s) not found,则需要安装对应依赖库"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "我们鼓励大家使用自己录制的音频进行实验，下面是录制音频的简单示例，可根据自己设备的情况，对录制时长和采样率进行调整"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T01:58:06.455474200Z",
     "start_time": "2024-03-20T01:58:00.879396600Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "* 录音中...\n",
      "* 录音结束!\n"
     ]
    }
   ],
   "source": [
    "#录制音频\n",
    "def record_audio(duration):\n",
    "    import pyaudio\n",
    "    import wave\n",
    "\n",
    "    CHUNK = 1024\n",
    "    FORMAT = pyaudio.paInt16\n",
    "    CHANNELS = 1\n",
    "    RATE = 44100\n",
    "    WAVE_OUTPUT_FILENAME = \"demo.wav\"\n",
    "\n",
    "    p = pyaudio.PyAudio()\n",
    "\n",
    "    stream = p.open(format=FORMAT,\n",
    "                    channels=CHANNELS,\n",
    "                    rate=RATE,\n",
    "                    input=True,\n",
    "                    frames_per_buffer=CHUNK)\n",
    "\n",
    "    print(\"* 录音中...\")\n",
    "\n",
    "    frames = []\n",
    "\n",
    "    for i in range(0, int(RATE / CHUNK * duration)):\n",
    "        data = stream.read(CHUNK)\n",
    "        frames.append(data)\n",
    "\n",
    "    print(\"* 录音结束!\")\n",
    "\n",
    "    stream.stop_stream()\n",
    "    stream.close()\n",
    "    p.terminate()\n",
    "\n",
    "    wf = wave.open(WAVE_OUTPUT_FILENAME, 'wb')\n",
    "    wf.setnchannels(CHANNELS)\n",
    "    wf.setsampwidth(p.get_sample_size(FORMAT))\n",
    "    wf.setframerate(RATE)\n",
    "    wf.writeframes(b''.join(frames))\n",
    "    wf.close()\n",
    "    \n",
    "record_audio(duration=5) #录音5秒,并保存为demo.wav\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T01:58:09.731141600Z",
     "start_time": "2024-03-20T01:58:09.704015Z"
    }
   },
   "outputs": [
    {
     "data": {
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/+L/xf+o/4r/bv9S/zz/K/8f/xf/EP8H//r+6v7Z/sn+vv64/rf+tf6v/qP+kv6D/nf+bv5n/lz+Tf4+/jL+Lf4o/iD+E/4C/vj9+/0L/in+Tf5y/pj+v/7r/hz/U/+L/8X/AQA/AH4AvQD9ADwBeQGyAegBGgJKAnoCpQLLAucC9gL3Au4C2wK/ApsCcwJJAhkC5QGpAWMBFwHJAHoALQDg/5L/Q//3/rH+cf43/vr9vf2C/U79Jv0M/fr87/zr/O/8/fwW/TT9WP1//ar94P0e/mH+p/7s/iz/aP+g/9X/BwA7AGwAmADAAOYACQErAU4BbAGFAZgBogGqAbMBvwHMAdoB5wHxAfUB9gH0AfIB8gH1AfcB9QHsAdsBwgGkAYABVgEnAfIAuQCCAEwAFwDh/6r/cv89/w3/4P64/pT+dv5h/lb+Uv5Q/k/+Tv5P/lX+Yv54/pP+tP7W/vr+H/8//2D/hf+w/+X/JABkAKYA5AAdAVUBiwG/AfEBIQJKAm4ChwKVApgCkQJ/AmkCUAI4AiYCFwIJAvcB4AHHAawBkwF8AWUBTgE3ASEBEgEEAfcA5gDPALQAmAB7AF0AOwAWAO3/wv+T/1//J//u/rH+dv46/v/9xP2K/VT9Iv3w/MP8mfxz/Ff8RPw5/Df8OfxE/Ff8cPyO/K780Pz4/Cv9av20/QL+Uf6k/vr+Vv+1/xMAbAC/AA0BWQGlAesBKQJhAo8CtgLTAuMC5QLaAsYCrQKOAmYCMgL0Aa4BZQEZAcsAdwAgAMv/e/8z//D+sf52/jz+Cf7g/b79p/2V/Yz9i/2N/ZT9oP2w/cj95v0K/jL+Wv6B/qf+z/75/iT/VP+E/7T/5P8TAEEAbQCZAMQA7AAMASUBNgFFAVUBaQF/AZIBogGvAbwBygHeAfIBBwIbAikCMwI4AjQCKwIdAgwC+gHmAdEBuQGdAYABYAE9ARcB7wDFAJsAcgBKACMA+f/N/53/bf8+/xH/6f7D/qP+hf5v/l/+Uv5O/lH+Wv5s/on+rv7Y/gP/L/9X/37/ov/F/+P///8WACsAPgBQAF8AbAB2AIAAiwCaAKwAwQDaAPQADgEqAUUBXgF4AZIBqwHIAeMB+wEQAiQCNwJKAlkCZgJvAnMCdAJvAmgCXwJUAk0CRQI9AjICIAIHAuoBxQGYAWABHAHPAH0AKwDX/4T/Lf/S/nf+Hv7K/X39M/3y/LP8dvw+/Aj82vu6+6j7pfuw+8P73Pv6+xz8RPxx/J78y/z1/CH9Uf2F/bz98/0o/lr+kP7H/gX/R/+N/9X/HABlAKwA8AAtAWIBkAG4AeABDAI1Al0CfgKSApsCmgKTAokCeQJmAk4CMQIPAugBuQGDAUUBAQG6AHQALwDt/6r/Zf8g/9r+lv5T/hP+1f2d/Wr9Q/0j/Qv99/zn/Nf8zfzI/Mv82vzx/BH9Ov1l/Zb9zP0F/kX+iP7P/hf/ZP+x//v/QQCBALkA7QAdAUkBdgGgAc0B+gElAlECeQKdAsMC6QITA0ADagOOA6sDvAPHA8sDxwO+A6wDlAN5A1cDNAMOA+YCuQKIAlMCHQLmAa0BcwEzAeoAnwBRAAQAuf9z/yn/4P6V/kn+Av7D/Yr9Wv0w/Qr96fzN/Lj8rPyt/Lz82PwA/TH9aP2j/eT9K/53/sj+G/9x/83/LQCUAP0AYwHGARsCZwKpAuMCFAM8A1wDcwN/A4IDdwNiAz4DDgPXApkCVwISAssBgQE2AegAlAA9AOH/gf8j/8v+e/4z/vT9vf2Q/Wz9UP0+/S/9Jf0c/Rf9Gf0h/S39Pf1L/Vv9bf2C/Zr9sv3I/eH9/P0e/kj+fv64/vb+Of97/8D/BgBPAJoA6AA3AYUB0AEVAlACgAKkAsMC1QLjAukC5wLfAtACuAKXAm8CPgIEAsIBcwEYAbEAQwDV/2X/+P6K/hn+pf01/c38bPwY/Mv7hftK+xj7+Prw+vf6Efs4+2r7qfvz+0f8pfwN/Xz97/1l/tv+Uf/G/zoArQAbAYEB3gEwAngCuALuAhsDQQNcA3MDigOdA7IDxAPRA94D5gPtA/ID8QPrA9wDxQOmA34DTAMMA8ACZwIGAqABNAHIAFsA8P+J/yP/wf5g/gD+p/1Z/Rb94/zA/Kz8o/yn/LT8y/zs/Bj9Uf2Z/e79T/69/jP/rv8uALAAMgGzAS4CpQIWA30D2gMsBGwEngTABNAE1gTOBLkEmwRtBDQE7gOdA0UD6AKIAiQCvgFRAeEAagDx/3v/Cf+e/jr+2v19/SX90/yD/D78+/u/+4z7Xvs8+yn7H/si+yv7OvtV+3n7qPvl+yv8d/zM/Cf9iv32/Wb+3f5V/8z/RAC9ADMBpgETAnQCyQISA08DgwO0A90DBwQrBEsEZwR6BIIEfwRrBEoEHgTlA6MDVgP9ApoCLQK5AT0BvAAzAKP/Ef97/ub9Uf23/Br8e/vb+kH6sPkm+bD4Qvjl95r3Wfcs9w/3A/cQ9zX3cvfM9zn4vPhU+f/5ufqG+2T8Uv1O/lL/WgBjAWcCYQNSBDMFAgbBBmkHAgiJCPgIUQmOCasJrgmTCVwJFAm1CEcIzQdGB7YGIQaBBd0ENwSQA+wCTgK3ASoBpQAlAKr/L/+y/jT+tv07/cX8Ufzd+2z79fp4+vj5cvnx+Hj4Bfig90f3+Pa79pH2gPaP9rf2//Zq9/b3qfiD+Xv6j/u3/PD9N/+PAO8BVQO8BBcGZwesCNsJ9wr6C9YMlA0pDpMO2w75Du8OxQ5vDvINVQ2QDLQLwwq/Ca4IjwdiBi4F+QPEApcBcgBT/zj+Jf0a/CH7Pfpq+bL4Dvh99wf3pfZY9iH29vXZ9cr1xPXQ9fD1HvZi9rX2FveG9/73gvgS+av5VPoN+9L7o/yB/WH+SP81ACUBFgIMA/sD5wTRBbEGjQdfCBoJwglMCrQKAgsrCzMLHgvkCo8KIAqVCfMINwhbB2kGYgVLBCgD+gG9AHT/Jf7N/Hv7Mfrs+Lz3ofac9br07/M485vyDfKW8UHxA/Hr8PLwE/Fe8cvxWvIS8+jz2vTp9RL3Uvip+Q/7e/zq/VX/uQAWAmkDswT1BSgHRwhVCUEKDwu/C0YMrAzvDA4NEw36DMQMegwQDJALAgtjCrkJBglGCIEHtwbrBSEFVASDA60C1QEAATMAbf+p/uf9Hv1R/Ib7vvr4+Tb5b/ij9932FvZc9bL0DvR98/zyj/JI8ibyL/Jp8sjyTPP488X0vPXZ9hj4c/nr+nb8Ff7K/4oBTwMSBcAGVwjZCTYLeQyaDYgOTw/kD0MQfhCIEGIQFBCPD+IOFQ4nDSgMFQvsCbQIbwcjBtoEmANfAjABDgD6/vv9Fv1G/JH78Ppf+uP5dfkV+cf4gvhL+Cb4CPj19+r34/fm9/T3Dvg++Hn4wPgV+XP53vlY+tv6avsH/LD8bP09/hz/CQAAAfoB+QIABAUFCAYDB+sHxQiMCTgK0ApIC5sLzQvWC7sLggsjC6cKDwpSCXgIgAdrBj8FAgS5AmkBFAC4/lr9A/yz+nr5WvhP92D2ivXK9Cz0qPNB8/3y0fLB8tXyA/NX88vzV/QD9cb1nvaO9434mfmw+sz76/wL/ij/PABGAUcCNwMeBPUEuQVuBgkHjgcCCFsInwjNCN0I1wi4CIMIPwjrB4wHJwe7Bk4G4QVuBfoEgAQDBIUDBwOHAgcChQEBAX8A/f98//f+bv7Z/UD9o/wC/GL7vfoS+mn5vvgX+ID37fZr9vj1lPVO9Sb1G/U39XL1zPVO9vH2uPej+Kn5yPoA/E39qP4QAHoB3AI1BHsFqwbGB7sIjAk0CqoK9wofCx0L+gqwCj4Kqwn2CCMIPAdABjgFLQQeAxMCEAEZAC3/Uf6H/dL8Ofy6+1n7FPvj+sb6vfrC+tj6+vol+1X7iPu9+/j7M/xt/KP80Pz3/Bj9Ov1e/Yj9tP3j/RX+Tv6R/uL+PP+j/xgAlwArAdUBkAJgAz8EJgUWBgQH7QfQCJ0JWQoBC4gL+wtPDH0MiwxuDCcMvAsiC10KdAlhCCwH3wV7BAgDiAH6/17+vvwd+4f5Cfii9lr1OfQ1813ysPEl8cfwkPB68JXw1/BA8dnxl/J584T0rfXz9lL4vfkz+7L8M/63/z4BvwIwBJQF3QYLCCAJEQrjCpILFwx8DLsM1QzTDKwMYwz+C3cL1woiClkJhgiuB88G8gUWBTwEaAOcAtkBJwGCAOr/XP/U/lH+1/1l/fr8l/wz/ND7a/sC+5f6Kvqv+S75ofgD+GP3vPYW9n317PRs9Ab0sfN782Xza/OW8+bzW/T+9M71yfb090n5wPpW/Ab+xv+ZAXYDTgUiB+AIegr1C0ENWA49D9wPOxBdEDYQ0w8zD1IOOg3wC3UK1ggbB0QFYQN6AZX/wv0G/GX66viZ93H2gvXI9ET0/PPk8/bzNvST9A/1q/Ve9ij3Avjh+ML5nfpq+yn80/xm/eP9SP6a/tr+DP80/1f/ef+h/87/AAA0AG0ArgD/AGYB5QF+AjID/gPpBOwF/wYiCD8JUwpiC10MSw0mDtwOcg/bDxMQJRAFEKsPHw9SDkgNDwykChIJYgeVBaoDrgGg/4f9cvth+Vr3cfWc8+zxbfAY7wPuLO2E7Bjs2+vJ6/brWez77OPtA+9a8OfxmPNu9WL3YPll+2v9av9iAVcDPAUNB8oIYArQCxsNMQ4eD9sPXhC0ENIQvRB8EAoQaw+rDsYNyAy2C5AKXQkjCOEGogVtBEQDLwItAUEAbv+4/hz+m/0z/d/8ovx2/Ff8Rvw6/C/8JvwW/AD84vuw+2z7Efua+hP6efnO+CL4b/fF9iv2oPUx9d30ofSK9Jj0zfQ09cv1lPaT98P4Ifqo+1H9EP/kAMMCoAR9BkoI/AmWCwINPA5CD/8PcxCiEH0QFxBsD3sOSw3eCzkKaAh2BmUEQwIWAOP9tvud+Z33y/Uu9MPynfG78Brwyu++7/HvZfAE8c/xwfLK8/H0LPZy98P4GPpq+7P86P0B//X/wwBqAesBSQKEAp4CnwKKAmcCPQINAt0BqwGBAWQBWQFmAY0B0wE9As0CfgNRBDIFIAYUBwAI5gjECYoKRgvwC4IMAw1cDYcNfw02Da4M7AvpCrEJSAi0Bv0EMQNRAV3/Yf1a+1P5XPd09avzDfKY8F/vZe6h7R/t1uzD7Pbsau0e7h3vU/DB8WTzMPUh9zD5TPtu/ZL/rQG7A74FpwdzCSYLrgwQDkkPQxAGEYoRyRHNEZARFBFnEIMPeA5VDRkMzwp7CRwItwZVBfcDpAJcASMA+/7u/f78M/yV+xn7w/qP+nb6fPqc+s/6D/tV+5r73/sj/Gf8qvzf/Ar9I/0m/Rj99fy8/HL8Fvy0+1P79fqk+mP6LfoL+v35B/ou+nb64Ppx+y38EP0c/k7/nQAJAocDCQWNBgUIZwm5CugL8AzRDXoO6g4lDxoP0g5GDm0NUwz4Cl0JkgecBYMDUgEY/9L8kPpb+DD2KPRN8qDwPu8g7kftwuyD7JHs7+yH7VfuXO+D8NbxU/Pv9Kj2c/hB+g780/2D/xgBigLKA9QEqAVFBrQG/AYaBxoH+gbBBncGHga8BVQF5wR+BB8EzgOaA4EDigO5AwIEZATaBFgF3QVqBvYGhwcVCJYIDQlmCZ4JsgmWCUcJxwgOCCcHGgbrBKADPgLCACn/ef2z++n5K/h39t/0aPMN8uHw5+8d75nuTe417lzutu5J7x/wLvF08uzziPVI9yr5Jfsw/Ub/VgFWA0kFIwfiCIYK+wtDDWAOQg/yD20QoRCbEFAQxg8PDyoOIA3+C74KaAkFCJQGIAWvA0QC5QCa/2f+T/1b/Ij72fpP+uj5pvmM+Zb5x/kZ+oH6/vp9+/n7b/zb/D39lv3j/SX+WP57/o3+jP58/lf+Iv7c/Yn9K/3I/Gj8EPzL+5z7hvuN+6z75/s9/LP8Rf32/cb+sv+7AN8BFwNjBLIF+gY6CF4JaApaCyQMyAxCDYANiQ1TDdkMJQwyCwIKnwgOB1kFjAO0AdL/8/0W/Dr6b/i99ij1xvOU8pHxzvBD8Pjv+O8z8K3wYvFA8kzzf/TP9Tr3u/hG+tr7c/0I/5AAAAJIA2EESAX4BXsG0wYDBxYHDQfmBq0GWgbzBXwF8ARYBLYDFAOBAgUCqAFoAUMBMAExAUEBYwGXAdoBKAKAAt4CQwOnAwMEUwSPBLcEyAS+BJIEQwTLAzIDgQK4AdsA6v/g/sX9n/xw+0X6Ifn+9+729fUe9Xr0BvS+86XzrfPb8zX0t/Rq9VD2Yveg+Aj6i/sk/cv+cgASAqwDNAWoBgoISgloCl8LHAymDPgMDg31DKoMLAyHC7QKuAmdCGQHFAa6BFMD7AGOAD7//v3a/M/75fol+o/5Jvnu+Nz47vgi+XD53Plg+vn6p/tk/C39/f3P/pr/WwAHAZsBDwJnAqICwwLRAskCsQKGAkUC8QGOAR4BpAAoAKr/NP/N/nn+P/4g/hn+KP5P/or+2/5C/7n/QQDWAHYBHALJAnADEASmBCUFkAXhBRQGLgYrBg0G1QV/BQwFegTJA/YCCAIFAfL/3v7P/cf80Pvo+g/6Tvmk+BP4o/dS9yP3IvdL96X3K/jR+JP5aPpI+zL8Jv0e/hz/HQAfARkCDwPuA7IEWAXVBS4GYwZwBl0GLQbjBYkFHAWfBBUEfAPbAjQCiwHhADoAm/8J/4n+IP7Q/Z39hP2J/an93P0b/mL+r/4C/1//xv8uAI0A4AAkAVwBhgGhAacBkgFgARcBugBLAM//Qv+m/v39Uv2n/Af8c/vv+oH6KPrm+cD5sPm7+d75GPpt+uD6a/sS/NP8p/2K/nr/bwBjAVACLQP3A6wESQXTBUoGqQbxBh0HLQclBwEHwQZlBukFUgWmBOwDKQNiApYBxwD8/zb/fv7S/TX9pfwm/Lf7YPsk+wP7//oV+z/7ffvI+x/8gPzt/GH93f1f/uL+Zf/k/1gAwgAiAXUBwAECAjoCaAKOAqoCwALOAtQC0gLFAq4CjwJlAjUCAQLKAZYBbAFNAT0BOAE7AUEBSQFTAV4BagFxAW4BYgFOATYBHgECAd8AsQB2ADIA5v+c/1H/A/+x/lz+CP67/XH9LP3s/K/8fPxY/Eb8Tfxm/I/8xvwI/VT9qf0C/lz+t/4W/3r/5f9XAM4ARwG8ASYCgwLNAv8CGgMeAw4D8QLHApUCXQIiAuEBmgFMAfQAkwAoALr/Tf/l/on+PP4A/tX9vP2w/bL9wP3b/QD+Mv5t/rX+Bv9i/8T/LACSAPYAUQGdAdoBAQIUAhcCDAL4AdsBtgGCAUIB+ACmAE8A9P+V/zb/2/6E/jf+9P23/YD9T/0n/Q/9A/0E/RP9K/1N/Xf9p/3X/Qj+Nf5h/o/+wf76/jn/ff+///z/LwBVAG8AfQCBAH8AdwBuAGUAXwBiAGsAewCPAKcAwgDgAAEBJAFDAWIBgwGmAdEBAwI4AmwCmwLDAuQC/QIKAwoD+ALWAqcCaQIbAsABUwHXAFMAzf9N/9r+cv4V/sP9ev0+/RD97PzV/Mr8zPzi/BH9XP3E/UP+0/5t/w8ArwBNAeQBcALyAmsD1QM2BIUEvQTiBOwE3wS2BHMEEgSZAwcDYgKtAesAHABH/2/+l/3J/Ab8Ufu3+jj62vmi+Y75nvnR+R/6ifoO+6j7Wfwf/fv97P7x//8AEAIiAycEGgX1BakGMweTB8IHyAeoB18H9wZwBs8FGwVSBHMDggJ+AWsAU/87/ib9IPws+076lPn8+In4PvgV+A34Kfhm+ML4Q/nf+Zf6ZPtA/Cn9G/4T/xEADwEIAvMCzQOKBCsFsAUQBlIGdQZ1BmAGMwbzBaYFSQXbBFsEyAMjA3UCwgEXAX8A//+Z/0z/F//5/u/++P4P/zH/WP+G/7r/9f84AH0AwAD1ABcBHgEHAc0AdAD+/2z/yP4R/kz9fPye+7b6yPnU+OP3/vYl9mn1zfRR9AT04PPo8yP0hvQS9cv1rPa69/j4Xfrn+5T9WP8rAQkD3gSeBkIIugkFCyUMEA3HDUoOjA6UDmAO6w09DU4MGAunCf0HJgY1BDkCOgBM/nT8u/ou+dH3p/a99Q31mfRn9Hb0x/Rk9Uf2bffV+HH6Nfwb/hYAGwIoBC0GGQjoCYYL7gwgDggPpg/2D+kPiA/cDuUNtwxTC74J/AcUBgcE4wGx/3b9PfsW+Qj3K/WL8yvyIvFt8A7wEfBp8BHxDPJH87z0ZvY4+C36P/xn/pYAzwL/BBYHFAnkCn0M4A35DsIPPRBWEBcQgw+TDlUN0gsPCh4ICAbWA5IBTP8D/cb6oPiL9pn01vJE8f3vBe9X7gHu/e1M7vru+u9D8cryevRI9jP4L/ox/Db+LwATAuUDmQUsB5kI0AnICoQL+AsrDCIM1QtTC6EKyAnZCNcHxwaxBZcEfQNtAm0BgACr//T+Yf76/cL9uf3f/Sz+nv4t/9T/iwBOARUC2QKRAzkExgQxBXUFiQVjBQQFaQSUA44CVwH3/3b+1/we+1z5kPfC9QL0R/Ks8Dzv+e387Ejs2evD6/3rhexo7ZHuAfC08ZvztvUC+HT6BP2u/1sC+gSMB/kJNAxCDgQQdBGSEksTqBOvE1MTpBKiEU0Qtg7kDNcKnQg5BrgDKgGj/iv81vmy98T1H/TO8tHxNfH18A3xhvFW8nzz9vS29rP46/pU/d//iQI8BeIHegrsDCYPLRHlEkcUWRUEFksWMxaqFb0UchPCEcMPeg3sCiwISgVJAj//P/xH+Wv2v/NA8QjvIu2M62Pqo+lM6W/pBeoI637sUO508ODygPVH+DL7L/4xATMEIgftCZgMDA86ESQTrRTRFZIW3Ba6FjAWMxXUExYS/A+dDQQLPAhZBW4CgP+g/Nz5L/eq9FTyLPBK7rjsdeuh6jPqKuqV6mDrhewD7sHvtfHS8wb2R/iV+uf8NP96AaUDqwWOB0AJwAoPDBcN2A1LDmkOPA7KDRgNOww1CxQK5AipB2kGKgXuA7cCjAF0AHT/lv7g/VT99vzE/Lr81fwR/Wn93f1n/gX/sv9kABEBrwEwAosCugK5AogCKQKhAfIAIwA2/yv+Af3A+2D66/ht9+P1YPTu8ovxVPBL73bu7O2h7Z/t7+2B7lfvbvCw8R/zufR09lf4XvqA/Lr+CAFZA6UF4gf0CdELcw3IDtUPnBAPETsRHhG1EA0QIg/zDYwM6AoNCQsH6wS2AoAAUv45/EX6gvj09rH1tfQG9K3zpfPv85L0h/XN9lz4Kfom/E3+kgDnAksFpQfqCRcMFQ7dD3ARrxKXEyYURBQAFFkTSBLeEB8PDQ27CjQIfQWkArb/tfy3+cv29fNR8e/uzOwK66vpsOg16DDon+iO6eXqouzA7irx2/PO9vX5Qv23ADsEuwczC3oOgBFAFJcWhBgKGg4bnxu7G1QbfRo1GXMXTBXCEt4PtwxfCeAFUAK9/i77u/d19GDxm+4t7BLqaugq51vmEuY/5ufmDuia6Ynr0O1a8BvzB/YK+Rn8Lf81AigFAwipChUNQg8UEZASrRNUFJEUZBTJE9kSlhEIEEEOSgwrCvsHwwWMA18BRv9C/Wf7uvlC+A/3HvZx9RL1+/Qt9aj1ZPZZ94P40/lC+8P8RP62/w0BOQIyA/YDgwTTBOkExgRmBNIDCwMLAtcAav/C/e37+fnu9+31/PMn8o7wLu8Y7lzt7OzP7Artie1b7nzv3/CO8n30pvYA+Yz7Mv7uALUDbQYOCYkLwA2uD0oRfBJRE74TvBNeE50SgBEYEGMOaQw2Cs8HPAWSAt//K/2R+hb4x/W68/bxhPB879buoO7g7orvnfAW8uHz9PVI+M76e/1OAC8DEQbxCKwLOQ6REJMSPxSQFW4W6hb8FpwW1hWgFPwS9xCWDuIL7wjMBYACKf/Y+5f4gfWd8urvie1+69PpqOj057znDejW6Bvq2+v77XTwOPM19lv5rvwUAIID8wZJCngNfRA0E5cVnRckGTMawhrBGkUaUBnkFxoW9xOBEdEO6QvTCKIFXQII/777i/h89bHyNfAM7lfsC+su6tDp2elQ6jTrduwV7g3wQvKs9Dr31Plx/Aj/hAHfAxkGIwj+CasLEg0wDvwOXw9jD/0OMQ4JDZYL5wkZCD0GYgSSAtgAMP+n/Tn85fqw+aD4t/cK96L2hPa49jj3//cJ+Uj6sPsw/bn+OwCxARIDVAR3BW0GLwe9BxAIJQj+B5oH9wYfBhEF0QNpAt8AM/93/bL76fky+I/2CPW185TysfEe8dLw1vAs8cXxovK68/70avb195f5SvsN/df+pABzAjQE4gV0B9EI9gnWCmQLqQunC18L4gouCkEJJgjeBm8F5QNGApsA7v5I/av7LPrM+I/3gval9fv0jvRd9Gr0vfRO9R/2MPd0+Oj5hvtB/RD/7gDNAqIEbQYfCLYJMgt/DKINlA5DD7UP4A+6D00Pmg6iDXYMGguXCfoHRgaABLIC2gD1/hH9M/tl+cD3SvYH9Qv0TfPT8qXys/L/8obzPfQo9UT2jPf++Jf6SvwW/vb/3QHHA64Ffgc3CdUKRQyNDaAObQ/9D0QQQRAHEI8P5w4ZDiINCAzSCn4JEAiNBvEEQQOGAcX/DP5t/On6ivlY+Er3Z/ar9Q71l/RC9AX06fPm8/nzKPRv9ND0UPXj9Y/2Ufcf+Pz43/nA+pn7Zfwi/dL9ef4W/6j/MgCyACwBpgEdApMCAQNoA8YDGQReBJQEtATBBLwEoAR1BDwE9gOsA14DEwPIAngCIgLFAV8B7wB6AAEAhv8P/6P+RP75/cL9nf2O/ZL9pf3E/ez9Gf5M/or+0v4f/3D/vv8IAE0AkADNAP8AIAExAS8BGQHyALUAYgD5/33/7v5U/rX9E/15/Or7afv5+pP6Ofrr+aT5afk/+ST5IvlA+YD55/lz+hb7yft8/Cj9x/1Y/tz+Vf/H/zQAnwAMAXMB1wEqAmYChwKIAm8CPgL+AbgBdgE8ARAB8QDfANcA2ADiAPcAGAFFAYABywEqApwCIQO1A00E4wR2Bf8FgQb9BmsHzQcbCFEIcgh0CFMIEAimBx0HewbBBfgEIwRFA2UCiwG5AO7/L/94/s/9Ov2//GT8MPwm/Er8nPwc/cn9of6d/7UA5AEeA1wEnQXXBgsIPQlhCncLfgxjDSsOyw4uD1kPPA/UDjAOTQ00DOoKagm5B9wF1wOyAXj/Mv3g+p34Z/ZE9E3yffDY7m/tMuwp62Hq0emQ6aXpBurE6s7rGO2p7mnwTfJP9Fr2aPh4+oH8ff5sAD4C7QN3BdEG9AfdCIEJ2wnyCcMJWAm6COgH7QbPBZQERAPoAYkALf/i/an8jPuU+sL5IPm1+H/4hfjG+EL59fng+vn7Ov2e/hYAmwEqA7EEKwaPB8YI0wmvCk8LvQv0C+0LqwsuC24Kcwk6CMMGGQVHA1QBU/9S/VT7a/mb99z1QPTD8mjxQ/BR75nuK+787RHubu4C78rvwfDU8QfzUvSv9R73k/gG+nX72fwt/mj/hgB+AVICAAOKA/EDNgRUBFQENQT+A7YDYQMDA58COALUAXcBJQHlALwArAC4AN4AHwF7Ae4BegIZA8IDdAQjBdAFfgYnB8wHawj3CHIJ1AkWCj8KRQoqCvUJoQk1CbYIIgh/B9IGGQZbBZgE1AMbA3UC6QF/ATMBBQHuAOwAAgEtAXAB0QFNAuoCqgOEBH4FigacB7MIvgm0CpYLWAz+DIwN9w1EDmwOYg4tDsUNJg1aDFwLLQrZCF8HxgUaBFoCiQCu/s/87vod+Vz3s/Uz9NnyqfGz8OnvVO/77s/u3+4k75HvLvDz8Nzx8vIq9ID16/Zd+ND5P/uh/PH9Kf9BADIB/gGgAhYDYQN/A24DNQPVAlICtAH8AC8AUv9z/pT9v/z1+zX7iPru+XT5JfkB+Q/5T/m7+VL6GPsG/BP9OP5p/5oAywH0AhUEKwUsBg4H0QdrCN0IKAlCCSsJ4ghhCLMH2gbUBawEYgP3AXQA4P4//aD7DvqL+Cr37vXP9NzzEPNq8vfxrPGK8ZfxwvES8obyEfO18230M/UL9vH23PfM+LL5ivpN+/b7gfzq/DD9Vf1j/V/9Vf1E/S/9Ff32/Nf8vvyv/LX8zvwA/U39tf03/tD+fv86AAYB4wHHArkDtgS3BcIGyQe/CKAJXArtClkLmAuzC7ILjgtZCw8LsApDCsEJJAlyCKcHzAbpBQYFLARjA6wCDAKHAR8B2QC5AMAA6wA1AZ4BIQK5AmcDHgTdBKAFXQYYB9QHhggyCdAJVgrJCh8LUAtjC0wLEwu9CkYKtwkSCVIIggekBrgFyATTA94C7gEHASwAYP+l/vf9W/3Q/FD85vuO+037K/sj+zT7VPt9+6775fsh/GT8q/zu/C79Z/2d/dP9Cf49/m7+l/68/t3+/P4Y/y3/Of86/zH/I/8S/wL/8/7k/tb+zP7J/s7+2f7j/uf+5v7Z/sj+tv6h/ov+cf5W/j7+Kv4i/h/+Hf4c/hv+Gf4Z/hj+Ef4C/uz9z/2w/ZH9dP1a/UX9Ov06/UP9VP1j/W79c/1x/Wn9Xf1M/Tj9If0J/ff86/zl/Ov89/wL/Sr9Sv1w/Zj9vf3e/fb9Bv4O/g3+Bv77/en90v2z/Yv9Xf0o/e78svxx/Cr83/uJ+zD70Ppn+vn5hPkL+ZX4KfjQ95D3ZfdU91r3cfeb9873Dvhb+Lb4I/mq+UX69fq6+5D8d/1u/mz/bQBtAWYCVQNCBCIF9AW7BmsHDwioCDEJsQkhCnoKxQr9CiELMwspCwcL1gqTClEKDQrHCYUJQgkBCccIjQhSCBIIxwd0BxsHugZcBgAGogVLBfUEnwRMBPYDngNBA+ACeQIMApYBFwGPAAMAcf/g/k3+wf1A/cj8X/z/+6b7Uvv/+q76ZPoh+uf5wPmp+aX5uvne+Rb6YPq3+h/7l/sc/K38Sf3w/Z/+Vv8OAMIAcgEYAroCWwP7A5sENAXBBUYGuwYlB4MHzwcHCC8IQAhFCD4IJwgHCNYHlAdKB/EGkQYvBskFYQX6BIkEEQSKA/cCXAK+AR0BfgDh/0b/sP4h/pf9FP2R/Aj8ffvo+kv6qvn/+E/4oPfs9kX2qvUd9a70VPQO9OLzv/On86Lzp/PD8/XzNPSH9O70ZPX39aH2Yfc0+Bb5CPoK+xn8MP1J/l7/agBxAWgCTQMaBMgEWAXOBSgGZwaNBpUGiAZtBkUGFgbaBY8FNgXQBF0E4gNWA7kCDAJWAZwA5P8z/4f+5P1M/cD8RfzS+2f7A/ue+kD66vmY+VD5E/nk+Mz4yvje+Aj5QPmI+eD5Q/qx+ib7n/sg/Kz8Qf3j/Y/+RP8DAMsAmwFyAkkDFgTcBJoFSQbxBowHFwibCBIJfwnmCT0Kggq4CtQK4wrjCs4KrAp8Cj4K/wm2CWgJFwm7CFgI7wd8BwMHgQb0BWIFywQwBJID8AJKAqAB9QBIAJv/6/4z/nf9tfzw+yz7Z/qj+ef4L/iJ9/b2cvYJ9rf1fPVl9W71mfXq9Vj25PaM90n4Gvn9+e/67vv3/AX+GP8wAEgBXwJ7A5EEnwWjBpAHaAgpCcgJUQq/Cg8LTgt1C4kLkwuHC28LTAsWC9YKiwowCswJWQnYCE4IvQctB6UGJQawBUMF3AR+BCgE2QOMAzoD2wJrAuUBSQGgAOj/J/9f/pT9xvz/+zn7dvq7+fv4Ofh497L27vUv9W70uPME81PytfEh8aDwPfDv78Lvue/N7wnwZvDd8HTxIfLd8qzzgvRf9UL2IfcB+N34tfmQ+m37Tfws/Qr+2/6g/1oABgGkATYCswIdA3MDtAPmAwkEHAQkBCEEGQQUBBAEEQQXBCAELwRBBFUEagR2BHUEbARWBDUECwTUA5MDTQMEA7sCdAItAuIBkgE8AeEAfwAVAKb/NP/C/lL+6f2G/S794fym/IH8b/xy/Ij8rfzi/CT9cv3J/Sf+i/70/mb/4/9nAPEAewEEAosCDgONAwgEdwTdBDoFiQXPBQcGLAY/BjwGKAYLBuIFtQWIBVgFKwUABdkEuQSYBHUETQQeBOoDrwNqAxwDxwJrAg4CtQFgARUB0wCdAHcAXwBVAFEAUQBRAFEAVABaAGMAbwB+AIwAnwC3ANUA/AAmAVMBgAGuAdkBBQIpAkgCWQJaAk4CNAIQAucBtwGAAUUBCAHNAJoAbwBPADoALgAqACwAMgA/AFIAcgCgANoAJAF4AdkBSALAAj4DtwMiBHsEwQTzBBYFJAUdBQMF2QSpBHoESQQXBN4DmgNMA/YClAIoAq0BJQGSAPf/Vf+u/gf+Xv25/Bn8evve+kL6o/kL+XP42/dG96j2CfZu9dD0PPSq8xLzffLh8Ujxv/A58Mbva+8g7/zu/e4e72vv2O9i8A/x0/Gt8pzzk/SU9aX2vvfn+CD6Z/u5/Bf+fP/pAFkCvwMVBVMGaQdeCC0J0QlQCqYK1QrrCuYK0Qq0CocKTwoOCr8JaQkKCZgIFQh+B9EGGQZWBY0ExQP/AkACkAHvAFwA1v9b/+v+hv4w/uf9rv2E/Wv9Zv1y/Y39tf3i/RL+R/56/rD+5P4W/0X/dP+i/9L/AQApAEgAXABjAGAAVgBDAC0AFQAAAO7/4//d/9z/4f/q//j/DQApAEgAbgCYAMgAAAFBAYoB3wE9AqcCIQOnAzoE2AR2BRIGqQYwB6YHCwhRCIMInQiiCJ8Ikgh/CGsIUAg0CBII5QewB28HHgfDBlsG7AV7BQoFoARDBPEDrgN3A0UDFQPgAqcCZAIYAsQBawERAbgAZgAZAND/jP9K/wj/yf6M/lH+Gv7m/bX9iv1h/Tz9Gf33/Nv8xPy2/LX8wPzV/PH8Ev03/Vz9ff2V/aP9qP2l/aL9oP2g/Z79mf2Q/Xv9YP01/ff8qPxK/OT7gPsj+9T6lPpc+jD6Dvrx+dr5wPml+Yj5ZPlC+SL5Avnp+NT4wvi6+Ln4wfjQ+OD48fgA+Qj5DvkO+Qj5Avn++P74C/kj+Ub5evm7+Q36cfrk+mL76Ptw/P38i/0Y/qb+M/++/0kA2gB0ARcCwAJoAwsEogQmBZgF7gUpBkoGUgZIBi8GAwbGBXYFFQWoBDIEsAMrA6ECGgKcAS0BzwCHAFIANAAtADwAXgCOAMgACwFVAacBAwJiAsoCNgOoAx8ElgQLBXcF1AUkBmUGkgaxBrsGqwaEBkQG6wV+BfkEZQTGAx0DbwK+AQsBVgCi/+v+Nv6G/dz8QPy7+1D7Bfvd+tf6+Po9+6H7Ify3/Fv9CP69/nP/LADqAKwBeAJNAycEBgXlBb0GkgdZCAwJrgkzCqAK/gpGC4MLtgvTC+UL5AvQC7ILfws7C+cKewr8CW4JzAgfCGkHqAbnBSQFZQStA/oCSgKdAe0AOAB+/8H+/v08/Xj8s/vy+jH6cvm5+P73SPec9vP1WfXI9Dz0vfNE89LydfIk8unxz/HK8ePxGPJc8rXyGfOC8/fza/Th9Fz12vVj9gD3qPdh+Cn5+fnU+rT7kvxp/TD+4/5//wkAgADmADkBfAGwAdsB/QEVAiICHgILAuYBsAFqARQBsABAAMr/UP/Z/mj++/2Y/T797vyp/Gn8Lvz4+8P7kvtq+0f7Lfsi+yD7L/tK+2/7o/vi+yz8hfzo/Ff9zf1J/sb+Qv+8/zEAogAOAXMB0wEqAnoCxAIFAz0DbgOaA8YD9gMsBGoErATvBDEFaAWWBbYFxQXIBb4FqwWXBYEFaQVWBUQFOAUyBSwFKAUgBQ0F9wTZBLUEigRYBCEE7AO6A5MDdQNeA0sDOgMlAw0D7QLCAo0CTQIHAr0BcgEsAe0AvQCfAJUAoQC8AOQAFgFRAY8B0gEUAlICmALkAkADsAMvBMMEZQUUBs8GjAdDCPEIiAkLCn4K4Ao7C5IL3gstDHYMtQzwDBkNJw0eDeoMkAwPDGMLlAqmCZsIfQdVBiYF/gPdAsYBvQC//8b+0f3f/Of78fr6+QD5D/gk90P2d/W39A/0gfMG86fyX/Ii8vbx0vGw8Zzxi/GE8Y7xpPHP8RHyYfLM8knz0PNo9AX1pvVM9u72kPcv+Mj4X/ny+YH6DfuY+yL8rfw5/cT9Tv7T/k7/u/8VAFcAgQCPAIMAXgAkANf/ef8M/5D+Bv52/eD8S/y7+y/7rPo4+sv5cvkr+fL4yPil+Ij4dvhv+Hj4l/jC+P/4Svmi+Qj6fvr9+oP7CPyK/Ar9hP39/XP+5f5Y/87/SQDJAFEB3gFsAv8CjgMXBJYEBAVhBa8F7AUiBlIGgAa5BvoGSgeqBw8IfAjnCEQJkgnMCeUJ5AnECYkJPgnkCIMIIgi+B10H/QaYBi0GuAUzBaQEBgRcA6wC+wFMAawAHwCu/1v/Jv8N/wv/GP8x/1D/cv+U/7X/1P/z/xUAPwB0ALoAEgF+AQAClAIzA9cDeAQOBZkFDQZtBroG8gYgB0gHaQePB7EH0wf4BxYIMAhFCEsIQggpCPsHvwd2Bx8HxQZlBgUGpQVDBd8EeQQNBJ4DJwOiAhMCdAHLABwAav+4/gn+X/27/Cb8oPsk+7f6U/r1+aL5WPkX+eX4uPiW+H74bPhk+Gf4bviF+Kn42PgU+Vn5p/n9+VT6r/oI+1z7qvvv+yr8YPyO/Lf83Pz7/BX9K/0//U/9XP1j/WX9XP1L/TD9DP3m/L/8l/xy/E38K/wS/AT8AvwN/Br8L/xE/Fn8bvx+/Ib8h/x6/GX8Tfwx/Br8CvwC/AX8EPwe/DL8Q/xO/FL8Sfw2/B38BPzz+/D7+fsT/Dr8afyp/PD8QP2X/fH9UP60/iH/lf8PAI4ADwGSARUCkQIIA3IDzwMiBGYEogTSBPAEAAX+BOgEwASKBEYE/wOyA2cDIwPkAqoCcwI9AggC1AGhAXIBRAEZAfIA0QC4AKoApwCwAMAA1wD0ABQBOAFdAYIBqQHOAfQBGgI+Al4CfQKYArACxwLZAugC8AL1AvcC+AL4AvoC/QIFAxUDLANOA3sDrwPvAzAEcgS2BPgENgV0BawF3wULBiwGTAZkBnYGhQaJBoMGegZmBk0GLQb9BcIFeAUhBcIEVwThA2ED2AJHArgBKgGcABEAiv8E/4f+Ev6j/T392/yA/C784/ug+2f7M/sN+/T66Prt+v36GftB+3X7tvsC/FP8qfz9/Ev9kf3O/QH+Lf5S/nD+iv6d/qz+uP7A/sX+wv63/p/+ff5P/hn+2/2Y/VL9DP3M/JH8XPwt/AH81/uw+4T7V/so+/f6zPqn+oz6fPpy+m76dPp/+pT6q/rC+tr68voF+xv7K/s6+0j7VPth+3H7gvuY+7b73vsW/Fr8q/wE/WP9yP0x/pz+Bv9t/8v/JAB2AMYAFQFgAakB6wEoAl8CjgK4AtgC8QL+AgMD+wLsAtICsgKMAmECNAIDAtYBrAGKAW8BWAFJAUABQAFLAWMBhAGsAdwBDAJAAnQCqQLeAg8DPgNnA4YDnwOxA7sDvgO7A68DnwOKA3ADVgM6AyADBwPsAtECsgKNAmUCOAIKAt0BtAGRAXcBZAFeAWEBbQGDAaABxQHvAR4CSwJ9AqwC2gIGAysDTANqA4QDnwO4A80D4APrA/ID9gP2A/cD8QPlA9EDtQORA2sDPwMPA9wCowJkAh4C0wGCAS0B1AB5AB0Awv9u/yL/4f6s/oH+X/5F/jP+Kf4l/iT+Iv4j/ib+Mv5G/mL+gv6p/tb+C/9H/4b/wv/4/yQASABkAHkAhACGAH8AcwBdAEAAFwDg/5//Vv8K/7r+Zv4R/r79b/0q/e78uPyH/Fb8K/wG/Ob7y/uw+5T7e/tj+0/7QPsy+yb7HfsT+xD7D/sS+xT7F/sZ+xr7FfsL+/z65/rS+r36pfqR+nv6afpj+mn6fPqc+sb6+Po2+4D71/s6/Kj8Hv2b/R3+o/4l/6X/HgCQAPkAWgGxAf0BQAJ8Aq8C2wL+AhIDGgMTAwAD4QK3AoECQgL7AbEBaAEfAdMAhQA1AOP/l/9R/xT/4v67/qL+l/6Z/qn+w/7k/gj/K/9M/2v/h/+j/8P/5/8QAD4AbQCfANQACwFBAXYBqQHZAQsCPQJxAqoC5AIgA1sDkQPEA/ADGQRCBG0EmQTEBOsEEQU7BWMFjgW2BdcF8gUFBhUGJwYwBjAGJQYLBuoFwQWMBU4FAQWsBFUE/QOnA1ID+AKcAj8C4AGCASUBxABnAAwAtv9l/xf/z/6N/lT+Jf4B/uT9y/27/bL9sf27/cn93P3z/Qz+KP5E/lz+b/6A/oz+l/6g/qX+rP60/sH+1v7x/g3/Kv9I/2X/iP+s/9D/9f8aAEEAbQCeANQADAFHAYUBxAEBAjkCbAKZAsQC5wIDAxcDHwMeAxID+wLYAqYCZgIXArkBUAHaAFkAzf84/53++f1S/av8A/xl+876P/q9+UD50fhy+Br40/eb92r3Svc49zT3R/dp95335/c9+KP4F/mP+RH6mPoh+6/7PPzI/FP93P1i/uT+X//O/zUAkQDnADcBgAG8Ae4BEQIoAjkCQAJEAkICOgIuAh8CCwL2AdsBvQGaAXIBRQEVAeYAuACOAGoASAAoAAkA7//Z/8X/sP+Y/37/Yf9C/yD//v7d/r7+pP6S/of+hf6J/pP+of6x/sL+0/7l/v3+HP9F/3j/tf/4/0EAjgDhADkBlQHyAVACsAINA2wDygMkBH0E0gQgBXEFvwUIBlIGkQbIBvUGEgcmBy8HKQcaB/sG0QagBmgGLQbxBawFYQUQBbUEVgTzA4YDFwOlAjMCxgFdAfcAkgAxAM//cv8V/7r+ZP4X/tT9n/10/VH9NP0a/Qj9AP3//Ab9D/0W/R39JP0s/TT9PP1G/Vf9bf2L/a79z/3w/Q7+K/5F/lz+bv59/o3+of6//uT+FP9M/47/1v8kAHcAygAcAW0BvAENAloCpQLtAi8DcAOrA9wDAQQVBBkEDwT0A8wDkgNIA+8CjAIkArYBQwHNAFEA0P9I/7r+Kv6Z/Qz9jPwT/Kn7Sfv3+rb6h/pp+lv6VPpU+l36cPqP+rz67von+2T7pPvr+zX8f/zF/AL9Ov1t/Zv9xv3t/Qz+Jf45/k3+Yv51/oj+l/6k/rL+xP7Y/vD+Bv8Z/yr/PP9N/1//cv+A/4v/j/+R/43/hv95/2X/Sv8t/wz/7f7J/qD+c/5A/gv+2P2s/Yf9af1S/UH9N/00/Tr9Sf1f/X/9qP3Y/RH+U/6d/vH+S/+n/wYAYgC+ABgBcQHHAR0CbgK7AgYDSQOGA7sD4QMBBBoELgRCBFYEZwR5BIMEigSPBIoEggR3BGUEUgQ8BCgEGAQLBAAE9gPmA9IDvAOgA4QDZANAAxoD8ALFApwCdAJNAikCBgLjAb8BmQF0AVABLwESAfoA5QDVAMYAtgCkAI0AbwBLACAA9P/L/6P/ff9c/zv/HP8B/+b+y/6o/oD+Uf4h/vD9xv2k/Yr9e/1w/XH9dv2A/Y79ov29/d/9Cf44/m7+qP7p/i//ef/G/xQAYACrAPgAQAGCAb4B7wEUAjICRQJPAlECSgI8AisCEwL6AdwBvAGaAXcBUAElAfQAwQCLAFIAGADc/6H/a/88/xX/+P7j/tL+xP62/qX+k/58/mD+QP4e/v795P3S/cb9wP26/bP9qf2b/Yz9ff1v/Wf9Zf1r/X39mf3A/fD9Jv5h/p7+3v4e/1z/m//a/xkAWQCcAOMALQF2Ab8B/wExAlMCYgJkAlkCRAInAgEC0gGbAV0BGQHMAHsAIgDG/2j/CP+p/kr+6v2P/Tv97fys/HT8R/wq/Bn8GPwk/Dr8V/x8/Kf83Pwa/V79q/3//Vz+wv40/6v/JgCeABIBfwHjAT0CjQLOAgUDNwNlA5QDxAPsAw0EJAQuBDAEKAQTBPcD0gOoA4ADWQM2AxQD9gLaAsACpwKOAnACTwItAgoC6wHOAbEBkAFrAUMBHQH5ANgAuQCcAH8AYwBHACsADgDx/9P/tP+U/3D/Sf8e//P+yf6j/oD+Y/5K/jf+Kf4e/hb+D/4I/gL+/f38/QD+CP4W/ib+Nv5G/lX+Zv55/ov+nv6x/sL+1v7t/gP/Gf8t/zv/SP9Q/1b/Wv9b/1v/Xv9h/2j/cP9z/3b/df91/3X/dP9y/3H/cP9x/3L/cv9t/2H/U/9F/zn/K/8a/wf/7/7Z/sT+sf6d/ob+bf5U/j7+Lv4d/g/+/P3o/dP9v/2t/Z79kv2K/Yj9iv2S/Zz9q/29/dL97P0I/iX+Q/5i/oX+rv7c/g7/RP98/7P/6v8gAFYAiwDAAPMAKQFiAZ0B3AEbAlcCkgLGAvMCGQM3A0sDVgNbA10DXQNYA1ADQgMuAxkD/ALaAq0CdgI1AvEBrAFoASQB3gCXAFEACgDD/3r/Mf/o/qn+cv5G/iL+Bf7u/d/93v3o/fz9Ev4t/kr+bf6X/sj+/v46/3z/xf8UAGcAtwAIAVsBrgEFAlsCrgL9AkYDjQPSAw0EQwRwBJEEsATMBOAE7gTxBOsE3gTJBK0EhwRUBBcEzgOCAzYD7wKrAm0CLwLvAawBYwEYAcwAfgA1AO//sf97/1P/Nv8g/w3//f7r/tv+zf7D/rr+sf6t/qz+s/7C/tX+7P4C/xX/If8m/x//Ev/+/uf+0f66/qP+jf51/mD+Tf42/h/+CP7y/eL91f3O/cn9yf3L/dX94/33/RD+K/5M/m7+lf68/uD+//4Y/yz/O/9E/0f/Q/85/yn/Fv/8/t3+uP6M/l3+Kv74/cX9lP1g/S398/y5/H/8RfwQ/OP7vPuf+477i/uY+7H71Pv++y78Y/yg/OL8K/17/dD9Lf6T/v3+a//U/zYAkwDoADcBfwG/AfUBIwJJAmUCewKEAoQCegJoAlACMwIPAuYBugGNAWQBPQEaAfkA3QDFALYAqACiAJwAmwCiAK4AwQDWAOwABQEiAUUBcQGiAdIB/wEoAk8CdAKTAqoCtQKvAqAChwJpAkUCHALrAbYBfQFBAQMBwwB+ADgA8v+r/2b/JP/o/rb+kf51/mb+X/5g/mz+hP6k/s3++/4v/2v/s/8GAGIAwwAjAX8B0AEZAlQChAKnAsQC3QL0AggDFgMeAyADGwMSAwED6gLMAqcCfQJQAh0C5wGuAXYBQgEVAewAxgChAH8AYgBLADsALAAcAAoA+f/r/9z/0f/E/7T/pP+W/43/i/+N/5P/mf+Y/5H/gf9q/1D/NP8Z/wL/8f7l/t7+3f7e/uD+4P7g/t7+3v7f/uL+6f71/gj/IP87/1T/a/+C/5j/q/+4/7//wP++/7//wv/F/8X/vv+0/6n/nv+R/37/X/86/xH/6P7C/pv+dP5L/if+Cf7z/eH90f3C/bP9pv2a/Y79g/15/Xb9ff2M/aT9wP3e/f39If5I/nb+pv7a/hL/TP+N/8z/BgA8AG4AmgDAAOIA/QAPARkBGAEOAf0A5gDMAK0AjQBrAEoAKQAJAOf/xv+n/43/d/9n/1n/T/9F/0P/SP9V/2n/gP+X/7P/2f8IAD8AdgCpANgACAE4AWkBlAG3AdEB5gH5AQoCFgIVAgkC8wHaAcABpAGCAVcBIgHpALIAfABMABsA7f/B/5j/c/9Q/zD/Fv8A//D+4/7Y/sz+xv7F/sf+zP7Q/tL+1f7c/uf+9f4C/wr/C/8G//3+8f7o/uH+3/7f/uX+7/7//hL/Jv86/0r/Wf9k/3X/i/+n/8b/4v/9/xgANABRAGwAgQCTAKQAugDTAOsAAQESASMBNwFOAWMBbwFtAWEBVAFKAUUBQgE8ATEBJQEaARABBgH6AOwA2gDIALgAqgCfAJcAkQCNAIoAhgCBAH0AfQCBAIUAigCPAJQAnAClAK4AtgC+AMgA1gDjAOwA7wDqAOQA3QDbANwA3QDdAN4A3wDiAOgA8AD5AAcBEwEfASMBIAEbARQBDwEHAfgA4ADHAK8AowCfAJ8AnACYAJYAmACdAJ8AmQCMAHwAbgBnAF8AUQA7ABwA+f/U/67/hv9b/zD/C//r/s/+sv6Q/mz+R/4j/gH+3f27/Zr9e/1m/Vn9Tf1G/UL9Qv1J/Vn9cP2N/bD91/0B/i3+W/6N/sT+AP9D/4n/0/8dAGMApQDjAB4BWgGUAcoB/AEmAkYCYAJzAoACiAKFAnsCaAJOAjMCGAL6AdoBtAGKAV0BMgEGAdgArQCIAGcATQA5ACgAGwATAAwACAABAPf/5//X/8n/vf+w/6L/jf91/1v/Pv8g///+2f62/pT+dv5d/kT+Lv4Z/gb++/3z/e/97/3z/fv9CP4X/ij+PP5V/nT+mP7A/ur+FP9C/3H/oP/K/+z/CAAgADoAVABrAHoAfgB6AHMAaQBbAEQAIgD8/9P/r/+N/2j/P/8O/9/+s/6O/nH+V/5D/jf+L/4u/jL+Nv5D/lf+cP6K/qH+s/7D/tb+6/4A/xL/If8z/1D/dv+k/87/8f8PADEAWgCLALoA5QAMATUBZAGZAc4B/wEpAk0CcQKRAqoCvQLJAtMC3wLtAvsCBAMGAwYDBgMEAwAD9ALiAswCrgKLAmMCNQIFAtoBsAGFAVMBHAHlALYAkwB3AFwAOQAQAOj/yP+u/5b/ev9X/y//Bv/j/sL+ov6D/mX+Sv4z/iL+Gf4Y/iH+L/5C/lT+aP6D/qX+y/7w/g//JP8y/z//Tf9a/2X/bf93/4r/pP/B/9r/6f/z//v/BwAVACEAIgAXAAcA9f/l/9j/x/+y/53/i/+E/4f/lv+q/73/zP/Z/+n/AAAeAEAAYQB8AJQAqgDEAN4A+AAMAR0BKwE2ATwBOAEpARIB+gDkANEAuwCjAIoAdABmAFsATgA5ABwA+//b/77/pf+Q/3z/cf9s/3H/eP9+/4X/jf+b/6j/uP/F/9D/4v/6/xcANABLAFwAZgBsAHMAdABtAGAAUQBDADsANwA0ACsAGwAEAO3/2P/L/8P/wf+//77/wP/H/9T/5f/4/wkAGQAjACMAGAACAOj/2P/Z/+j/9//0/93/u/+f/5P/kf+I/2v/O/8J/+H+xv6p/oH+R/4L/tf9sf2V/Xf9W/1I/Uj9V/1s/Xz9hv2Y/b799v00/mX+jv61/uv+M/+B/8L/8P8SADYAZwCjAN0ADQEwAUsBYQFyAX4BjAGmAcwB+AEXAh0CDgL4AfAB+QEKAhUCEgIDAvEB4wHZAdQB2QHtAQ4CLgI/AjsCKgIiAi8CRwJSAj0CCgLLAZMBagE/AQMBsABWAAMAwf+G/0X/+f6s/mf+Mv4E/tf9rf2P/YP9gv19/Wn9Sf0t/S39RP1n/Yb9nP22/eP9Jf5y/rj+7v4b/0z/gf+4/+X/CQAtAFsAlADGAOoA+gACARMBNAFZAXMBdgFqAWEBagGLAbkB6AETAjYCUwJsAn8CjwKdAqcCrQKqApsChwJzAmICVAJBAigCCALjAcABmgFuATcB/ADDAI4AVgAQAL7/af8e/+j+vf6P/ln+I/78/fD99/36/eb9v/2Z/Y39o/3N/fP9CP4S/iL+R/6A/r3+9f4k/1D/f/+u/9X/8P8DABgANgBZAHYAjACfALoA6AAdAVABdwGSAasBygHyARgCNAJDAkcCRgI7AiUCAwLcAbgBnQGCAV4BKQHrALAAhABhADwACgDN/4//WP8q//r+u/5t/hn+zf2S/Wb9O/0T/ev8x/yr/JP8evxj/FT8T/xY/Gf8c/yD/JP8r/zT/P78Kf1T/X39qf3V/f/9Kv5b/pn+5f43/4P/xv8CAEAAhADMAAcBNwFcAYEBrwHfAQgCIgIwAj4CUAJlAm0CYAI9AhcC/AHpAdsBxAGjAYYBcwFtAWUBTAEdAeMArACCAGEAQAATAN3/pf95/1n/Qf8r/xP//f7q/tn+x/6z/pv+gP5m/kf+Jv4E/uD9wP2k/Yf9bP1U/Ub9RP1I/VD9Uf1M/Ur9UP1m/Yf9rv3W/QH+M/5v/rX+//5H/4z/yv8FADsAawCVALcA1wD3AB8BSgF2AaUB0QH/ATACXgKIAq0CywLrAgoDLANPA2oDfQOIA4wDjQOLA4gDiQOOA5gDpQOqA6UDlQOAA24DXQNJAyoDAQPOApwCbQI7Av8BtgFiAQsBtwBmABkAz/+O/1v/Nv8W//f+0v6w/pH+ef5j/kf+Kf4R/gr+Ff4p/jX+Mv4s/iz+Pv5a/nL+gP6J/pj+vP7x/i3/Z/+f/9v/IwByALkA7wAYAT4BcAGsAeoBHAI8AlUCcAKPAq8CxgLPAswCwAKsAo4CZQIzAv4BxQGFATgB3AB4ABcAvP9l/wr/qP5G/vH9r/1+/VX9Kv37/NH8sfye/JT8ifyB/H/8g/yM/Jf8ofyv/MT83/z+/BT9I/0y/Ub9af2R/bj91v3u/Qb+Jf5I/m7+kv63/t/+D/9E/3n/rP/i/yEAbQC/ABIBYgGxAQYCYQK+AhgDZQOnA+QDGQRHBGkEeQR/BH4EdQRlBEUEEgTRA4YDMAPQAmIC5QFiAeMAbQACAJz/Ov/g/o/+Sv4Q/tf9n/1o/TD9/fzP/KD8dfxO/DD8IPwX/A/8CvwD/P77+fvs+9r7wvuq+6H7qPu7+9X76/sB/B38Pvxp/Jv80PwL/VH9o/0D/mz+1f5E/7j/MwC0ADgBtwEyAqoCIQOaAxAEfQThBDoFiAXPBQUGKwZDBkwGTgZMBkIGMAYUBuoFuwV/BTgF7ASXBEIE8AOgA1ED/AKeAj4C3QF+ASQBywBwABQAt/9d/wj/uf5v/iz+8f25/Yj9Vv0m/fz81vy4/KP8lfyM/Iv8j/yZ/Kb8tfzG/Nn88vwS/Tf9Zf2Z/dH9Ef5U/pr+4P4k/2n/sP/6/0gAmADoADMBeQG7AfcBMgJrAqIC1AL/AiADOQNJA1MDUwNGAywDBAPQApgCWQITAscBcgEbAcUAdQAmANr/i/82/9/+iP40/uf9ov1r/UD9Hv0D/er80Py6/Kn8l/yI/Hj8ZfxW/En8QvxE/En8V/xv/I78t/zn/Bj9Tf2H/cn9Dv5U/pf+1v4U/1j/pf/8/1YAsgANAWcBwwEcAnECwgINA1YDnwPmAycEYgSPBLUE0QTiBO0E7ATkBNcEwgSqBI0EbARKBCUE+APDA4IDNAPeAoACFwKmAS8BsAA0ALn/RP/T/mf+AP6l/VT9EP3U/Jn8Xfwg/OD7ofth+yL76fq4+pH6ffpz+nT6ffqH+pT6ovqv+r76zvre+vT6Dfsr+1X7iPvF+wn8Ufyb/Oz8Q/2m/Rn+mP4i/7H/RADXAGkB9QF7AvoCcQPkA1QEuwQhBX0F0AUdBlwGjga2BssG1wbXBsgGswaUBnAGUQYyBhYG+QXUBaYFbgUnBdUEeAQOBJoDHgOaAg4CewHhAEIAov8C/2X+zf06/bP8OfzN+3P7K/vu+sL6n/qG+nX6Z/pl+nD6iPqz+u36NvuP+/j7cPzy/HX98/1n/s7+Kf97/8T/BgBAAHUApQDRAPoAHwFAAWABfwGhAccB8gElAl0CmgLVAgcDMANLA1sDYgNaA0gDKQP/AtECngJoAjEC9QG2AXMBKgHcAIQAJgDC/1//Av+q/lX+//2l/U79+/yy/HX8P/wP/N77rft/+1b7MPsT+/n64frO+rv6rfqt+rn61voF+z/7iPvY+y38i/zu/FX9w/03/rH+Nf/B/1UA8ACNAScCvAJNA9YDYQTnBGoF5wVWBroGFgdmB7YH/Qc5CG0IkQioCLcItQiqCJUIdAhKCBQIygdtB/kGawbHBQ8FSAR3A6ECywH+ADgAev/I/h7+ev3f/Er8uvs4+8P6X/oP+sr5kvlk+T75J/kd+Rz5Jfkv+Tz5Uflr+Y35s/nX+f/5KfpX+oz6w/r5+i37YPuY+9b7HPxt/Mz8Mv2m/ST+pv4t/7n/SADYAG8BBQKZAiwDtgM8BLoEJwWIBdgFFgZEBmEGaQZiBkgGIwb2BcEFigVQBQ0FygSEBD0E/AO8A4ADRwMLA9EClQJUAgwCtwFWAeoAdQD8/4L/B/+M/hH+nf0x/dL8gvw8/AL8zvui+4X7dft1+4r7rfvi+yn8fvze/En9uP0v/q3+L/+z/zIAqAAVAXcBzQEVAk8CeQKVAqICoQKVAoECaAJRAj0CKgIVAvkB1AGpAX4BUgEsAQQB3wC9AJwAewBYAC0A+P++/3//Qf8A/7z+dv4u/uf9qf1t/TL98vys/GT8HPzU+4/7T/sU++b6wvqp+pv6jvqD+n76fPqD+o/6nfqx+sf64voG+zP7afup+/H7Qfya/Pj8Wv2//Sb+k/4F/4H/BACMABUBmwEhAqUCKwOyAzQEsAQiBYMF3AUmBmUGlwa2BsUGxwa5BqMGgwZWBiYG8AW3BYIFSQUNBckEewQpBNUDgQMsA9MCdAIMAp0BKQGyADwAx/9V/+j+ff4X/rL9T/30/KH8W/wn/P774fvO+8D7uvu8+8X71fvs+wj8LPxR/Hj8ofzG/Ov8D/0w/VH9cP2I/Zr9pP2n/an9q/2w/b790f3s/Qv+L/5d/pj+3f4w/4r/6P9IAKkADQF0AeQBUwLHAjoDqwMfBI0E8wRQBZwF2QUIBiUGNQY4BiwGFQb0BccFlQVdBSIF6ASoBGcEIQTVA4UDMwPgAo0CNwLdAYEBJgHLAHQAHwDI/3P/Hv/N/ob+Sf4W/vD92P3O/df97v0Q/jr+Zv6T/r/+6v4V/0P/cf+g/9L/AgAxAF4AhACkALsAygDOAMgAtgCaAHUATAAgAPT/x/+d/3b/VP83/x//Cf/2/uP+0v7C/rP+o/6V/of+ef5q/lv+SP40/hv+Af7k/cj9qv2L/Wf9Qf0W/ef8uPyE/FP8Jvz/++D7xvuz+6X7mfuP+437j/uZ+6/7z/v4+yn8XvyY/NX8Ev1X/Zz94/0r/nX+xf4c/33/5f9RAL8ALAGcAQwCfQLxAmYD2QNNBL4ELQWYBfYFTwaeBuIGHwdPB28HgAd7B2YHRAcSB9gGlQZGBvAFlAUwBccEVwTeA2AD3QJbAt4BZQHuAHoABgCX/y//z/50/iD+zf17/S794/ye/F38HPzj+637fvtX+zH7D/vz+t360frN+s/61fre+uj6+PoM+yH7N/tL+2H7fvue+8X78Psc/Ez8g/y//Ab9Uv2h/fP9R/6e/v/+Y//K/zYAogALAXQB2QE8Ap8CAwNpA9EDNASTBOsENAV3BawFzwXiBd8FyQWjBW0FKwXfBIcEKgTIA14D8AJ3AvMBaAHaAFIA0v9e//L+jP4s/s/9d/0i/c38e/wt/Ob7rvuG+2v7X/tb+2n7i/vB+w38ZvzF/Cj9jf32/WP+1P5H/73/NgCzADIBswErAp4CCANoA78DCwRGBHQEkASeBKEElQR9BFwEMAQCBNADmgNfAyAD2wKRAkIC6QGIASEBtABJAN//df8P/6z+Tv76/a39Zf0i/eD8ofxo/Dj8Efzz+9r7x/u2+6n7o/uf+6H7qfuz+8T73vv++yf8W/yU/Nf8I/10/cv9Jv6A/tn+Mf+G/9v/MgCIAOIAPwGdAf0BXwK+Ah4DewPYAzcEjQTfBCcFaAWnBeUFHwZTBnYGhgaGBnUGXwZDBhoG6AWoBVkFAQWlBEYE5QN6AwMDgQL3AWwB5gBkAOL/Xv/Y/lP+0v1U/dv8afz8+537TPsF+8j6i/pQ+h/6+/no+eX55fnp+e/59vkI+h76M/pJ+mL6hfq7+v/6TPuc++j7OfyR/PL8WP26/RT+av6//hP/ZP+u/+7/KABmAKkA9QBFAZYB6wFDAqMCBgNjA7kDCARPBJEEzwQABSkFSgVoBYoFrwXKBeAF5AXeBdUFxgW0BZkFbQUxBeIEgAQMBIgD8wJWAq8BAgFWALD/Ef9//vv9g/0Y/bb8WvwF/LT7aPsi++D6p/p5+lT6Pvo2+j76XfqP+tP6KfuP+wL8hfwT/av9Rv7g/nj/DwCoAEAB1wFkAugCZAPXA0IEogTuBCgFTAVcBWIFXQVKBS0FAgXMBJUEXQQhBN8DjgMuA8ICTALRAU4BxAA0AKT/Ff+P/g7+jv0R/Zf8Ivy2+1P79fqf+lH6C/rU+aL5e/lc+UP5OflC+VT5d/mi+dX5Gfpr+s76QPu4+zP8sfwr/aX9GP6E/uz+UP+1/xgAfADaADMBiwHjAT0CmALtAj8DjQPVAxwEXQSWBMsE+gQnBVUFgAWtBdoF/wUmBkMGUwZaBlAGOAYaBu8FuwV9BS8F2gR9BBoEtgNSA+8CjwIzAtUBdgERAaIAKgCq/yD/lP4C/nL97fx1/An8rPtW+wj7xPqF+lD6J/oH+vb58vn4+Qn6HPoz+lL6efqy+vn6TPup+w/8dvzl/FX9x/08/rD+Jv+c/xIAhADwAFMBqgH5AT4CfgK8AvwCQAOHA80DEQRNBHwEpQTCBNYE5gTqBOUE1wS7BJYEbQQ8BAoE2QOiA2kDLAPsAqgCWwIGAqUBOwHNAFsA5v9r/+z+bP7s/XX9Av2T/Cv8yvt3+zf7A/vZ+rP6i/pm+kb6KfoS+vr55vnd+eL5+Pkg+lL6jvrX+i77m/sY/Kf8RP3t/aL+Zv82AAoB3QGuAncDOwT5BKgFSwbdBlkHyAcfCGAIjQiiCKgInwh/CE0IAwihBzAHsgYpBpIF5AQeBEUDYAJ5AZkAwf/t/iT+Zf2x/A78d/vu+nP6APqd+Un5APnF+JP4avhO+EP4Rvhd+H/4rvjt+Dn5l/kF+n76A/uO+x38sfxK/eH9d/4H/43/CQB7AOQARwGnAQQCYQK5AgkDVwOdA+ADHgRSBH4EpQTDBOUECwUzBV8FhwWrBcwF5gX7BQsGEQYPBggG7gXHBYsFNQXOBFgE2QNWA84CQQK0AS0BrgA5AMr/W//r/nX+//2M/R39tvxY/AT8v/uJ+177Qfsu+yL7I/sq+zb7RPtP+1n7Z/t2+4r7n/ux+8f73vv5+x/8Svx5/K786fwu/YP95/1a/tj+Wv/b/14A2gBRAcEBIgJ7AtICJwOEA+YDRgSiBPIEMQVlBYwFpgWzBaoFjgVdBRcFwQRdBPADfgMMA50CNwLYAYABKgHTAHcAHADE/3D/I//b/pX+VP4c/vH91/3G/bf9qv2b/ZD9i/2H/YH9cv1W/Tf9Gf0C/e/81/y+/Kj8l/yU/Jb8mvyc/J78pfy3/ND88PwW/Uf9jP3v/W3+AP+i/1MAEAHgAbkCjQNWBAYFoQUsBqEGAQdDB2IHZAdNBx8H4AaIBhsGnAURBXoE1QMcA1ICeQGYALP/zv7o/QT9LPxo+7/6NPrA+WP5G/nj+MD4rPik+Kv4v/jj+Bv5XPmj+e/5PfqV+vj6XvvH+yj8gfzU/CP9cf2//Qz+V/6l/vT+Sf+k/wMAZADLADUBngEGAmkCxgIfA24DtQPxAx4EQARZBGsEgASZBLUE1QT3BBsFQwVtBZoFygXxBQ8GHAYXBgIG3AWlBV8FBwWhBDMEvQNDA8oCUQLcAW0BAgGZAC0Avf9J/9b+Zf74/ZH9Mv3f/J38bvxO/D78N/xA/Fr8iPzD/AT9P/1z/aD9zP32/Rj+Lf4r/hf++f3W/bX9lf12/V79Tf1L/Vz9gP2z/fT9Pv6N/t3+Kf9s/6z/8v9BAJ4ABwF4AfEBcQL3AoIDCAR/BOIEKgVdBXkFfAVmBTUF6gSNBCIEqwMsA6QCFgKEAfEAXgDL/zf/pf4c/p39LP3K/HX8Lvz8+9z70/vh+/77KPxd/Jf81/wV/Uz9d/2T/aT9rf2v/a/9q/2m/aX9qf22/cv94f31/Qj+FP4f/if+Lv4z/jv+SP5i/o7+0P4q/5v/IAC3AFsBBQKxAlcD8gOBBP0EWwWfBcAFwwWtBYIFSQX/BKQEOgTGA0oDyQI/Ap8B6AAaADz/WP58/aj84vsu+5H6GfrG+ZH5d/lr+W35g/ms+eT5Kfpy+sD6GvuF+wb8mvw0/c79Zf72/oL/AgBvAMcABgEvAU0BYgFuAXMBdAF3AYQBnAHFAfsBOwKCAtMCJAN4A8gDEQRUBI8EwATvBBYFOwVgBYEFpAXGBeEF+AUJBhAGEgYJBu4FwAV6BSIFuQRDBMcDRwPBAjUCpwEWAYUA9f9p/+D+Xv7m/YD9Lv3w/ML8ofyK/ID8fvyC/I38mfyq/MP85PwN/T39bv2i/dj9EP5M/oT+tP7U/uX+5v7W/rj+i/5R/gz+xv2C/Ub9F/35/O78+fwY/Uv9jv3e/Tj+nf4K/4D/+/97AP8AhgERAqUCRwPxA6IESwXcBVUGsAbtBhIHFwfyBqYGKgaNBdkEEAQ9A2ECgQGjAM7/Bv9E/oj9y/wR/GH7u/op+qn5P/n2+Nf45Pgg+YD5+/mJ+h77uvtU/OD8WP20/fP9G/4z/j/+R/5L/lD+V/5g/nH+jP6u/tn+BP8s/1L/d/+d/8z/AgA/AIQA0gAnAYUB7AFWAsgCNwOhAwYEWwSgBNIE8AT5BPAEzASPBDsEzQNLA7YCEAJbAZ8A2/8U/0/+hP24/O77KPts+r35GvmK+BD4svd892f3cfeZ99H3IPiD+Pj4gfkc+sH6ePs8/Ar93/24/o3/WwAhAdoBhQIeA5wDBARYBJUEwQTbBOME3QTLBLEEkgRsBEUEIgQCBO4D4APbA94D5QPvAwAEEgQpBEQEYgSFBKoEywTsBAUFFQUgBR4FEgUBBecEygSsBIgEXAQfBM8DbgP9AoECAQJ5AecASgCj//v+W/7L/Uz95vyW/GD8S/xS/G/8nvzR/Ab9Qf2D/dL9J/5+/tX+LP+E/+L/QgCeAPAANAFmAYgBmAGQAW4BMgHhAIAAEgCY/xH/hf74/Xr9Ev3J/Jz8k/ym/Nb8IP18/eL9Uv7L/lD/4v+AACMBzwGBAj8DDgTlBLwFhwYvB64H/gcYCAMIvgdMB7EG8AUPBRgEDwP8AeUAyv+p/oj9ZvxA+yL6DvkN+C/3dPbg9Xv1PvU09WX10PVy9kD3IfgM+fr55frS+7b8hf04/s7+Sv+4/xwAdQDBAP8ALwFYAXgBjgGXAY8BeQFeAUQBMQEpAS8BRgFwAakB6wEwAnECqwLhAhYDRwNyA5oDuAPMA9IDxAOgA2UDEAOhAhgCdgG6AOn/Cv8a/iX9K/ww+0L6ZPmZ+Or3TPfI9mf2IvYE9gb2G/ZC9nn2w/Yp96v3RPj5+MP5qPqr+8j89P0p/1cAfQGWAqADkQRnBRcGogYUB2oHrwfiB/0HAQjxB8oHlAdRB/sGmgYpBqoFKQWlBCQEqAMzA8sCcwIvAgMC6gHhAeYB8gEJAiQCPwJaAnAChQKfArsC2gL5AhYDNgNdA4sDwQPyAxUEJgQhBAcE3AOWAzQDswIbAnMBygAmAIr/+f53/gP+pv1a/R798fzO/LP8ofyR/IP8evx5/Ib8pvzc/CX9fP3Z/Tj+kP7c/hX/N/9B/zT/EP/Z/o3+NP7R/W39Ev3D/IL8VPw1/CT8I/wx/FD8hvzU/Dr9tv1F/uj+ov91AF8BYAJoA28EbgVdBjYH/AeaCBAJWQlxCV4JJwnICEgIowfUBuIFzQSVA0QC3wBn/+H9U/y7+in5qvdK9hv1IPRX88vycfJL8mXysPIt89rzpvST9Z32vPfs+Cr6bPu2/AT+Uv+bANoBBQMZBBUF7wWqBjwHoQfkBwUIDQgECO8HzQetB4gHawdWB0MHMQcaB/cGyAaQBk4GCgbABXUFLAXfBJQERwT2A5sDLwOoAv4BMQFDADf/Gf7o/LD7efpK+TP4Pfdl9rj1K/W39GP0J/QF9AL0EfQ49Hn00fRP9fr11Pbb9wv5WPrD+0b91v5oAO0BUAORBK4FpwaIB0wI6ghqCcYJBAovCj4KMAoFCrMJSAnICDQIkAfVBv8FFwUlBDYDVwKMAdgAQADE/2X/JP/6/uj+5v7z/gb/HP8t/zb/QP9S/3T/qf/x/0UAogAIAXYB5gFPAqMC2gLzAuwCzwKeAlsCCAKsAU4B9ACiAFMAAwCy/1v/A/+n/kD+0v1Y/dr8Y/z7+6T7Y/sx+xL7CPsQ+yn7Tftw+5P7rvvD+9L71PvO+8H7sfuj+5n7jPuE+3r7c/t3+4P7mPu3+937Fvxh/MP8Ov3E/V3+Bv/G/5oAfwFvAlwDRQQnBf0FxQZ2BwMIbQiuCMgIyAikCFoI6gdMB4cGoAWcBH0DRQLyAIT/Bv59/O76avnw94n2RvUm9DbzfvLw8Zbxb/Fz8a/xGfKv8nTzXvRq9Zr25fdJ+cL6R/zW/Wn/+QB5AuYDNQVhBnEHWQgcCcIJQwqsCgQLRAt0C5ELmguaC48LdwtVCxsLzQpuCv8JiAkLCYMI/wd/BwYHmwYxBsMFTgXKBDoEmAPdAv0B+gDV/5j+VP0O/M36ovmL+Jb3zPYn9qn1T/UN9e305fTu9BH1RPWO9QD2m/Zk91z4f/nN+kf85f2c/2QBKAPaBHMG4QceCS4KBguxCzoMmwzgDAwNGA0SDfcMwAx1DAIMYguaCqMJiAhWBw8GwgR8A0MCJAEnAFH/pP4g/rr9aP0l/ez8v/yk/Jf8l/yk/Lr85fwr/ZD9Ef6l/kT/6P+MACgBtgEsAoMCtgLMAsMCngJeAggCnwEqAacAFwB3/8j+Ev5d/af87vsv+2n6q/kA+W34+fea9073IPcN9x73UfeV9+X3PPiV+PH4UPmm+fn5RPqQ+uP6OvuT++P7K/xo/Jb8r/yu/JD8V/wS/Mv7jvti+0v7UvuB+937Z/wb/e391/7T/9kA5AHwAu8D4wTRBa8GgQdBCOEIYAm8CewJ9QnICWAJuQjOB54GNAWUA8IBzf+9/Zz7hfmB95X12vNI8uTwvu/M7hruqu1t7XDtsO0n7unu9e9I8eXyxfTd9ir5ovsv/sQASwOsBdwH0Al0C84M1w2ODgkPSg9ZD0wPGA/IDmUO4g1MDZwMzwvvCgAKAAn9B/YG9AUFBTYEkwMgA9wCxwLdAh0DgQP0A2QEuwTqBO0ExQRoBNUDDAMRAvYA0P+y/qH9pvy8++f6LfqG+fP4a/jg91z33/Zu9h728/X09Tb2v/aV97v4J/rK+5v9i/+FAX0DXAUPB5UI5gkFCwQM3AyXDTkOtQ4UD1QPaQ9YDxYPlA7bDeUMsgtTCs4IMQeTBQAEjAI+ARsAJ/9k/s79ZP0f/fP81fzE/L38w/zf/BP9Wf2y/SD+oP48/+7/qQBiAQkClgIGA1cDiQObA4cDVAMEA5oCGwKJAeIAKABc/4D+jv2L/Hb7VPo0+RL49/bt9e/0FPRl8+HylfJ18njyo/Lt8lTz2/Nu9A31s/VZ9gn3xveL+F/5Ovoe+wX87fzL/Zf+SP/U/zgAcgB9AF8AHQDC/13/+P6g/lv+L/4g/jD+YP6r/gr/d//t/2kA7QB3AQQCmAI0A9wDlQRZBR0G3AaIBxYIgwi+CLoIcAjUB+cGuAVLBKoC4wAB/w79KPtX+aD3D/aZ9EHzFPIJ8SzwhO8H78Tux+4R77TvrfD28ZPzffWq9xT6q/xR//UBhwTyBjAJNAvmDEsOXQ8bEJoQ1xDWEKUQPxCuD/0OJQ4pDQwMygpyCQsInAYtBccDdgJJAVAAlv8l//z+Hf98/xMA0ACeAWsCJgO+AyoEYwRiBCoEwwM1A5EC3gEhAV4Alf/A/uL9+Pz7++/62vm7+Kf3pPa79QH1ffQ19Dr0hPQT9ef18PYo+In5BfuR/Cf+v/9SAeICagTjBVIHrQj1CSwLPwwyDf4Njw7pDgcP3w6CDugNFw0dDPwKxgmKCFUHMAYkBSwEUQOPAukBXgHmAHsAGQC//3L/N/8R/wT/Ef84/3r/z/8wAJEA6AAwAWMBegFyAUwBCgG5AGMAFgDS/5j/Yv8v//z+vv5z/g3+fv3R/AP8IPs4+k75aviY99j2O/bA9WH1I/UB9fL0AfUg9Uv1hfXD9Qn2YPbB9jj3xPdj+Bn54vm6+p37hPxo/Uf+F//T/3AA6QA9AW0BegFpAT8BAAG1AGYAHADb/6H/bf85/wf/1P6e/mj+MP77/c/9uf3C/fb9Wf7r/qf/iACCAYQCiAN3BEcF8gVqBrEGyga0BnoGIgazBTAFngT7A0gDhgK0AdIA4P/d/tH9wvy0+7b6z/kD+V745PeY94n3tPcc+MH4mPmY+rn77/wt/mr/nQC9AcoCvwOhBHsFSgYUB9sHlQg+CdMJRgqVCrcKowpcCuQJQgmJCMEH8gYuBngF3wRpBBcE5gPOA8IDvwO9A7gDrgOWA2wDMQPnApICNwLRAWIB6QBiAM7/Mf+A/sH99PwW/Cv7Nvov+SH4Dvf89QD1HPRS87byQfIA8vvxI/J78vXyhfMw9O70uvWa9or3kPi2+f/6bvwB/rP/dQFDAw4FwQZZCMUJ+woHDOEMjw0dDoIOzA4EDx8PKA8WD9sOgw4DDlsNmgy4C8EKugmnCJIHggZ4BXYEfwOQAqcByADq/xL/Qf56/b38EPxv+9/6Yfr2+aH5YPk0+ST5L/lX+Zr57PlI+qr6CPtm+737B/w//GT8fPyR/KX8vvzc/Pn8Ev0r/Tz9Sf1Q/Uf9Nf0X/fT80fyv/Jj8kfyb/Lr86/wu/YD94v1P/sP+NP+a/+7/LwBdAHoAhAB8AF4AKwDl/5L/OP/V/mv++v15/ef8QvyI+8T6/vk2+X/43fdW9/r20/bl9jv3zfeP+Hn5evqL+6v81P0F/z0AfwHFAhgEdwXXBjwIkQnLCuMLxAxrDdUN9A3UDXYN2wwWDCwLIAoFCdgHnwZdBRQExAJxAR8Az/6K/VT8Lvsm+kH5hPj996P3efeD97b3Fvih+E/5G/oD+/37BP0R/hj/FQAGAeYBtgJ6Ay4E1QRwBfsFewbwBk4HlwfCB8oHtgd+BygHugY1BqoFIQWkBDkE3AOKAz8D9gKpAlIC7wF7AfoAcADh/1b/zv5K/s39V/3m/Hz8Ffyu+0j73vpr+vT5bfnj+Fn4zvdU9+T2g/Y69gP25vXm9fj1IvZg9qv2DPeA9wj4qPhg+TH6Hvsn/En9g/7U/zUBpwIoBKkFKwejCAEKSQtsDGUNQA7sDnQP3Q8gEEUQThAwEPIPjg//DkoOag1fDC8L2glmCN8GSgWwAxsCkQAV/7L9Zfwv+xj6Ffkr+GD3r/Yg9rf1avU/9Tb1R/V+9dT1QvbJ9mD3A/i2+G35KPri+pD7NfzP/F395P1l/uH+Wv/R/0EArQAPAWQBrgHrARcCNAJFAk8CVwJjAnUCiwKhArMCwgLGAr8CqQJ+Aj0C5wF9AQABdQDa/zX/h/7O/Qv9Qvxw+5/61PkP+Vv4tfcb95b2Ifa99XD1MvUI9fX0+fQh9Xf1+fW29qz31Pgu+q77SP3z/qcAVAL0A38F7QZKCJoJ2AoVDEANUQ5NDyEQyhBJEYYRhBFAEbYQ/Q8aDxEO8wy5C20KFwm5B1QG6ARxA+8BbwD0/oj9M/z3+tL50fjr9yP3fvbv9Xj1HvXa9Lj0t/TR9Av1WPWy9R72jfYC93v37/dk+OD4Yfnx+Yz6NPvm+5z8Vf0P/sj+f/8yAOEAjAE1AtwCgQMmBMgEYQX3BYMGBAd7B98HMwh1CKAIvQjOCNEIzgi9CJ4IbwgqCM8HYQfXBjUGeAWiBLcDvwK6AasAmf+F/nX9cfx5+5D6tvnh+Bn4X/eu9hX2kvUn9d/0ufS79Ov0QvXC9Wz2N/cj+C35TfqB+8b8Gf54/+EATAKxAxMFYwanB+EIBQobCxgM8AymDTMOkQ7JDs8Opw5dDuQNSw2VDLkLvgqnCW8IIQe/BUgEwgIzAZz/CP5//Pz6iPkj+M32mPWK9KLz7PJh8vzxzfHI8fXxVPLU8nTzL/T69OD13fbu9xf5VPqe+/f8WP62/wsBTgJ0A3oEXAUPBpgG9wYvB0kHSAcwBwgHzgaFBi4GwQU7BZsE3AMBAw8CCgH3/+b+3P3h/AT8Qvua+g/6mfk6+fX4wfil+Jr4mviw+Nr4Gvl3+e75f/ol+9v7n/xv/UT+G//y/8MAhQE4AtYCXwPUAzEEdQSiBLgEvgS+BLwEvgTFBM4E3QTqBPME+ATwBOAEygSvBJsEkwScBMEEAgVeBdIFUwbYBlkHxgcZCEYIRQgWCLgHLgeIBscF8gQLBBIDAwLhAKf/TP7W/D/7hvm+9+X1B/Q88oDw5e5/7UPsTOuf6jDqE+o66p3qR+so7D3tiu7+75bxVfM09Tb3X/mo+wT+dQDnAlIFtgf7CRcMBQ6tDxYRQxIqE+ATZhS0FOQU7hTSFKAURhTJEy4TaRKEEYYQZA8wDukMlQtCCvEIqQdzBksFNgQ0A0MCXQGAAKH/u/7Q/dv82/vc+tr52/js9wr3PfaK9eb0WfTc82jzCfO28mzyM/IA8tbxwvHB8eXxMPKf8j3zBPTt9Pz1Jfdf+KX58Po+/JL97P5PAL8BPQO+BEwG2QddCdsKPAx7DZoOhA9BENIQLxFjEWwRPhHjEFIQhg+KDlwN/gt9CtkIGQdEBVYDTAEs//X8r/pz+Ev2R/SC8vnwt+/K7inu2u3h7Svuve6K74TwrvH98mv0+fWg91v5KPv//Nf+qABrAgsEgwXCBrwHcQjcCPwI2wh4CN4HGwc2Bj8FQAQ8AzUCMAEvADn/VP6F/c38Mvy4+2T7QftO+4v7+PuR/Fb9Q/5U/30AuAH2AikETQVTBjAH5wdsCMII7gjsCL8IawjpB0cHiQaxBcQEwQOmAnYBOgDz/qj9Yfwg++350/jV9wP3Yfbt9bT1s/Xn9Vf29fa495n4iPl/+nz7ffyA/Yf+jv+QAJEBiQJ3A1UEGgW3BS0GbwZ9Bl4GEAaYBfsEOQRgA3oCiQGWAKT/rv63/cX82Pv0+iP6Yvm7+DX40PeU9373j/fK9y74vvh7+WL6a/uS/M79Gv9uAMMBDwNNBHoFjAaNB3MIOgnnCW8KzwoMCx0LCQvSCnQK9QlbCaQI4wcWB0YGeAWsBO0DRAO0AkQC8wG5AZgBigGTAbQB6AEwAogC7gJfA9YDTgS/BBsFVwVtBVAF/ARvBKUDmwJYAeD/N/5u/Iz6lfie9qX0rfLM8PnuR+3F62bqQOlb6KvnVOdT567neOiq6T/rP+2Y7z7yKvVF+H/7zv4jAmoFpwjGC7kOixEeFGgWchgcGmsbaBz0HB4d5Bw0HCYbtxnmF8kVXhOtEMkNtwqHB00EFwHr/eD6/vdC9cPygPB47sHsTesf6kfpsuht6IHo3+iS6ZTq1uth7SzvK/Fc86/1EPh6+t78NP93AaEDpwWKB0oJ3wpTDJsNrw6UDz0QpRDUELkQWhC9D9oOww1+DA8LhgnsB0UGnwT8Al0Bxv89/sH8VvsF+sb4qPes9tP1KvWx9GP0TPRi9Kb0HPW59Xz2Yvde+HL5l/rD+/H8Gf43/0UARwE2AhID2wOKBCIFqAUWBnUGwQb2BhYHHwcOB+YGpgZMBtkFTAWrBPsDQQOHAtABHQFsAL//FP9r/sv9Lf2X/An8gPv/+ov6Jvra+ar5lfmh+cf5CPpn+uT6gPtA/CH9Gf4q/0sAdwG0AvoDPwWGBsQH9AggCjoLQgw4DQYOsA4wD3YPjw9uDw8PeA6kDZQMUwvfCT8IfAabBJ0CjwB0/k78MPob+BT2LvRl8rvwRu/87ejsF+x36xjr++oS62/rDOzd7PDtNu+r8FHyHPQF9gz4I/pC/Gj+igCeAqEEiwZUCAMKiwvoDCAOIA/rD4oQ7BAgESIR5BBzEMkP5g7ZDZ0MMguiCe8HIgZLBHMCnQDT/hT9Xvu++TP4wfZw9T/0L/NQ8pzxH/Hh8NbwC/F78SDy/PII9Dv1lfYM+Jj5Nfvb/IH+JgDFAVYD3wRYBroHCQk5CkULLQzfDFQNkQ2KDUYNzgwgDEALNAr6CJ0HJgabBAQDbAHQ/zj+r/w0+9H5jPhg91r2efW49CX0vfN/833zs/Mn9Nr0wPXS9gv4X/nO+lL84/14/w8BnwIhBJ0FBQdWCJQJsAqtC5AMRQ3UDTEOVA5EDvcNbw20DMQLoQpYCesHXga6BP8CLQFT/3P9kfu++fr3TPbG9GbzNvJF8YnwDfDU79LvEfCN8DnxHPIu82j00fVj9xn58frj/OH+5wDwAusE3wa5CGsK+wtbDYQOhg9QEOMQRhFsEV8RJBGwEBEQRA9DDiEN2gt0CvQIXge4BQsEYgK/ACf/m/0Z/Kz6VvkZ+P/2//UY9VT0q/Ml887ymvKR8rPy9vJi8/LzofRv9U/2Nvck+BX5CfoG+wv8GP0n/jP/OgA+AUACPAM0BB4F8gW1BlwH7QdnCMMIBQkuCTcJLAkJCc0IeQgJCH4H3QYgBksFXgRaA0ACGgHn/63+c/06/AH71fmv+JP3jfaT9bP09fNQ89LyevJD8j3yYvKv8izzzvOU9IT1lPbG9xP5dvrl+2L95/5tAPYBegP0BGQGvgcBCSwKMAsODMYMSQ2mDdYN1g2zDWIN5QxCDHILfApsCT0I+waqBUgE3AJuAQMAn/5M/QX8zvqz+bD40vcc94T2Dva49Xv1ZfV29a31EfaZ9j/3Bfjm+N/56/oH/C79W/6K/7YA3AH3AvoD6AS2BWUG+AZrB8EH/AcTCA4I7AepB04H3AZWBsMFJgV7BMkDEQNUApoB5wA8AJ3/DP+N/ib+1/2e/X79cf14/ZT9wf38/UD+hf7M/hX/Yf+w//7/SgCRANUAFQFRAYcBsAHOAeEB5wHkAdgBwQGjAYIBYgFGAS4BHwETAQ8BFAEjATwBYAGLAbgB5wETAjoCXQJ8ApYCrwLBAs4C0wLPAskCvwKyAqAChAJZAh0CzwFvAQIBhwD//3P/6P5h/uf9e/0g/dj8nvxy/FH8OPwn/B38EvwL/AH89/vu++n77Pv4+wr8I/xD/Gj8j/y2/Nb88vwF/RX9Jf0z/UX9XP17/aH91P0R/lb+pP71/kj/nP/r/zEAbgCgAMgA6gAEARYBIAEkASABFwELAfkA4gDFAKQAgABbADQADgDk/77/mf9+/3D/cf+B/53/wv/w/yQAXwCbANQAAgEkATkBQQE+ATABEAHeAJsATAD3/5v/Ov/Q/lv+4v1p/e78fPwL/KH7RPv1+sH6qfqt+s76CPta+8b7SPzf/If9Pv4C/9H/rQCPAXgCYgNEBB8F7QWpBlUH6AdYCKsI1gjfCNEIqghwCCUIwwdQB80GOgagBfsESASIA7wC5AEHASkARv9n/oj9qPzO+/z6Mvp/+dr4SPjP92b3EffX9rT2tfbY9hf3dvfs93T4FPnL+Zz6jPuW/Ln98v45AIkB3wIzBH0FvwbpB/UI4QmhCjILlgvDC74LjAssC6YK/QkuCUEINQcOBtIEiwM4AuMAkP9C/gL91/vF+tX5Dflq+PP3pfd693f3lvfZ9z74wPhc+Qr6xPqG+1H8Hf3o/a3+Yf/+/4kA/gBkAbsBAwI9AmsCjgKqAsAC0gLhAuwC8QL3AvwCBQMXAy0DSQNpA4gDqAPEA9cD4QPXA7YDfgMuA8sCWALbAVABwAAkAH7/0f4d/mX9sfz5+0P7lvrz+Wf5+fin+Hj4Z/h0+KT4+fhz+RL6z/qh+4b8eP10/nf/eABvAVsCNQP5A64ETgXQBTgGewaXBo0GXQYIBpYFAwVVBJADtALGAc4A0v/Y/u79Ev1N/J77CPuO+jD67vnN+cz56fkq+or6CPul+1r8Jv0I/gD/BgAYATICRgNUBFkFTQY1BwcIvghdCdwJOAp4CpQKjgpoChwKsgkpCXoIqge3BqIFdAQxA94BgQAf/7v9XvwV+9z5wvjC99z2HPaC9Q/1zvS49M30E/WE9SL27/bc9+j4DfpF+4785P1B/54A+gFIA4EEoQWcBnEHIQimCAgJQwlSCTcJ9AiHCPsHTgd9BowFfQRSAxcC0wCK/0L+Av3M+676rPnH+AX4X/fT9mb2EPbS9bH1pPWt9c71//VE9pv2A/eC9xb4vPh2+T36Dvvm+8D8nP15/lP/KgADAdgBqwJ+A0oEFgXjBa4GeQc/CPcIpAlACsUKOAuRC8cL3QvKC5ELNwu1Cg8KRwlcCFIHLAbtBJoDOQLHAEr/x/05/KT6Evl/9//1m/RQ8zTyRvGC8P3vqu+O77DvAvCG8EDxJvJC84/0Bvak92P5O/sp/S3/PQFRA2UFZQdLCRYLsQwiDmYPaxBBEdsRNhJeEkgS9xF0EbQQuw+MDiQNjwvZCQgIKAY+BEoCUgBf/nP8l/rT+CX3mfU69AbzDPJL8brwY/A/8E3wmPAR8bXxhfJy8370rPXz9lb4zvlT++T8ff4XAKoBNAOuBBUGbgepCMwJzwqpC2gMDA2ODf8NTw59DpEOgg5UDgsOmg0KDVsMiguhCqMJjghoBzIG6QSSAzACxABX/+79ifwx++j5qviF93r2h/W+9Bb0jvMy8/jy6PIE80HzpPMp9Mj0h/Vk9lz3cfig+eD6MPyJ/eL+OgCOAdYCEgRABVEGTwcuCO8ImgkkCo0K3AoECw8LAgvWCpUKPwrPCU4JuwgZCG4HtAbtBR8FSQRxA5oCxgH2ACwAZv+l/uz9Nf1//Mf7CPtK+pH52vgt+In36fZe9uT1f/U89Qv17PTk9Of0/PQl9Vf1nfX19Vv23PZ09yP46vjF+bD6rvu3/Mf92P7m/+sA5QHVArMDhQRBBegFfgb9BmcHwQcCCDMITwhTCEQIHwjeB4wHJgerBiMGiQXgBC0EcAOtAucBHgFQAID/rv7d/RX9UPyT+936Jvp1+cz4Kvib9x/3s/Zd9hn25fXQ9dP18/U19pD2Cvei91b4J/kS+g77HPw7/WP+l//UABECTAOFBLAFzAbYB8UInAlYCvYKgAvqCy4MUgxPDCsM7QuNCxELewrKCQgJMwhKB1EGRQUqBAgD5QHCAKD/gf5n/Vr8YPt0+pr5z/gP+Gn33/Z39jb2EPYJ9h/2T/ae9g33kvcy+OT4rPmJ+nv7ffyO/aj+yv/zACMCUQOABKIFrQaiB3UIJAm0CRwKYQqJCo0KdQpECvgJmAkeCYYI1AcKByoGPAVCBEADOgI2ATkASf9q/pn93fw2/Kb7L/vR+oz6YfpK+kb6Vfpv+pb6xfr3+i77Z/ud+9P7Afwn/En8Yfxz/H78g/yF/IH8ffx7/Hv8gvyU/LD83Pwa/Wz90f1G/sz+Yv8NAMsAmAFzAlEDMwQbBQEG5ga/B3sIHgmpCRkKewrBCt8K2gquCmYKDwqhCRIJXwh+B4MGewVvBGQDVQI/ASwAKP8+/m/9uvwT/H37/vqa+lj6LvoS+gD69Pny+f35EPop+kn6a/qZ+tD6C/tI+4D7sPvc+wD8Hvw5/E78Z/yB/J78w/z1/Dn9mv0Y/rD+W/8SANIAnwF5AlYDNgQOBdcFlQZHB+YHdwjrCEYJkQnCCdsJ0gmfCT4JtggFCDMHPgYdBdUDawLmAFL/wP0q/Jj6E/mR9yP2yfSA81PyPPE98GXvp+4Q7qntZO1R7XLtue037uDuse+w8NPxE/N09Or1c/cQ+br6bPwi/tX/fwEmA8cEWQbhB04JmwrQC+AM1Q2uDlsP4g8+EGsQfhBwEDcQ1w88D24OfQ1rDD4L9gmGCPAGQgWKA9ABGABX/oj8vfr8+Fv35vWI9ELzE/L18ArwWe/b7pnuge6R7tzuXO8b8BfxPvKO8wX1oPZc+Dn6KPwh/iMAJQIlBCoGIwgUCvkLug1dD+AQNBJpE3QUQxXhFTMWPhYVFq0VFBVMFEQTDBKqEB0PdA2pC7IJkgdQBfcClwA7/tr7f/ku9+j0yPLa8BfvlO1E7CPrSOqi6TbpD+kY6V/p5umh6qDr3exN7vnv1/Hg8xH2X/i9+in9mv8CAmUEtwboCP8K8wy2DlsQzhEPEy4UGRXaFXcW1xYKFwsXzBZjFsUV7BTmE6gSOhGxDw0OVwyTCrwI1QbnBPgCDwEz/139j/vQ+SD4hvYJ9ZzzSfIb8RPwS+/G7nXuYO507rHuKe/T76/wvPHl8in0jPUI96X4Yfot/AP+3f+sAXADLAXUBm4I+AlkC7EM2A3EDn8PBBBTEHwQdxBGEPMPdA/PDggOFA37C8EKagkDCJUGIgWqAzECtQA9/9L9dPws+/r53vjj9wv3Tvay9Sv1svRR9AT00PPA88Pz3fML9EL0i/Ti9EP1s/U09sX2b/co+O34uPmA+kn7Evzb/KP9Zf4j/9z/lwBTARMC1gKQA0AE4ARnBdcFLQZlBocGjAZvBjQG1QVXBcAEEARJA2sCfAF7AHL/Zv5T/Tz8Hvv/+fH4+Pca91r2rfUU9Z/0SvQm9C30TvSI9NL0LvWs9Uf2/PbJ96P4hvl6+nn7gfyL/Y7+g/9qAEUBDgLHAmQD4wNFBIgEswTKBM8EyQS5BKEEgARSBA4EtgNNA9sCawIDAqMBSQHvAJYAQgD4/73/kv94/3L/hv+x/+z/LQBrAKEA0wAGAT4BfQG+AfsBOAJzAqsC2wL7AggDAwPxAtQCrQJ3Ai4C1wF2ARMBrQBEANT/Yv/y/o/+OP7n/Zf9S/0G/dP8vfy9/NP8+vw0/Yr9//2T/jj/6f+aAFQBHgL6Au0D7wTzBfgG/Qf7CPkJ6QrBC4oMNw3PDVYOuQ7yDgMP3Q6UDioOng36DDUMTwtSCkEJHQjpBp0FOATEAksB0/9l/v/8oPtS+hz5AfgK9yv2YfW39Cv00vOy88Hz/PNT9L30Q/Xj9aD2ffd0+IT5rfrs+zz9nP4DAGgB0QI1BIsF1wYOCC0JPgoyCwgMwQxLDbcNCA4+DmoOfQ5pDisOsA38DBoMDgvhCaEIRwfaBV0E1wJNAcr/TP7T/GT7+vmh+GT3OfYn9Sv0OPNk8rDxJPHL8KDwm/DG8BPxgvEX8r7yffNU9ED1R/Zg93v4k/mi+qv7t/zH/dX+1//KAKkBeAI3A94DaATOBBEFPAVSBVIFNwX5BJwEJgSjAxcDhALhAS4BbgCs/+r+K/5q/Z/8zPv0+iL6Y/ms+Ab4bvff9mf2Bva59YL1XfVG9Uv1YfWO9dD1GvZy9t32Wffz9574U/kO+sj6hvtL/Bb94P2l/l//EQDCAHQBIwLIAlgD0gM8BJYE5QQrBVwFewWKBYwFjgWLBYIFcQVQBR8F5wSmBGUEIwTfA50DWgMWA9ICkAJQAhUC3QGnAXIBPAEHAdoAtwChAJIAgwBqAEkAHwD0/9D/tv+m/53/mv+d/6j/wP/i/wsANgBgAIkAsgDeAAsBOQFpAZ0B2gEkAnwC2AIyA30DtgPhAwAEGgQ0BE0EYwR5BIgEkQSRBIIEbQRPBDAEFAT6A+IDywOzA50DjAOCA4EDigOaA7QDzgPhA+gD3wPQA8YDzAPiAwAEGAQiBBkE/wPbA60DdAMtA9YCdAIMAp8BLQG2ADoAvf9E/9H+Yf71/Yv9Kf3Q/H78NPzq+5/7Wvsg+/v68/oG+zf7g/vk+1n82PxY/df9Vv7X/mH/8P+CAA8BlwEXApUCEgOMAwMEbwTLBBMFQwVVBU0FLgX+BMgEigRGBPcDlgMdA5AC7wFBAYwA2P8p/4j+7v1c/cv8NPyZ+wD7bvru+Yb5NPn9+Nv4y/jU+PT4MPmL+fr5ePr9+oD7A/yI/BH9oP05/tb+dv8VAKwANgGyARwCcQK6AvACFAMkAxcD9AK5AmsCEAKpATMBsQAkAI3/7/5M/qT9/vxg/Mv7SPvV+mv6C/qz+Wn5Ofkh+Sn5TfmC+cz5JfqH+vH6YfvT+0v8zPxY/e39hf4Y/6H/JACkACMBnAEJAmYCrwLnAhkDRgNtA44DpgO0A7kDsQOfA4IDWgMvAwUD2wKyAoACSQIOAtUBogF4AU0BHAHjAKIAXgAdAN3/pP9t/zj/Bv/Z/rD+iP5g/jj+Fv75/eb93f3c/eD96P3v/fb9/P0D/g7+I/5D/m3+ov7a/hb/WP+g//D/RgCeAPUARgGMAcsBBgJBAoUC0QIkA30D0QMbBFoEhQSdBKIEmASJBHgEZgRRBC4E8gOhAzwDzgJkAgECoQFCAd0AcAD8/4L/Bf+G/gn+jf0b/bH8VvwP/Nr7uPul+5z7oPuw+8/7AvxI/J/8Av1u/d/9VP7Q/lT/5P+AACUB0QF5AhsDsgM1BKME/wRCBXMFmwW1BccFzgW6BYoFOwXPBFIEygM+A7ECIAKKAekAOABz/57+vv3f/BH8XfvF+kv65PmL+Ub5C/nl+Nf43vgB+Tn5f/nT+TT6o/op+8X7dvw2/f39xv6S/18ALQH4AbcCYQP1A3UE4QRFBZ0F6gUrBlEGXQZOBh8G2gWCBRUFmQQJBGoDwQISAmABqQDx/zL/dP69/Q39bPza+1H73Pp2+iD64vm2+Zn5kPmV+a752fkV+mX6yPo9+8D7SvzX/GH97f1//hv/wP9sABgBvwFZAuoCbQPfA0EEkQTSBA0FPgVnBYoFoAWoBaQFjAVjBSsF5gSgBFUEBQStA0oD2wJoAvMBgQESAacAQQDj/4//Qf/6/rT+cP40/gX+6f3h/eX98/0H/h3+N/5Y/oH+sf7m/iL/Y/+u/wIAYwDKADIBlQHwAUACiwLVAh8DbgO9AwsEWwSjBOYEIwVQBW8FgAWEBYUFgQV4BWsFTAUcBdYEfgQaBK4DPwPNAlcC2wFUAcQAKACF/97+Mf6G/eL8Qvyy+yz7r/pB+tr5evkk+dr4pPiJ+IT4mPi9+On4H/lh+bT5H/qc+iP7r/s1/Ln8Pv3K/Vv+7v59/wUAhwAEAXwB7QFOApkCywLkAu8C9AL0AvEC5QLIApcCUgL7AZkBMQHFAFgA6f95/wb/kf4Y/p39I/2m/DX8zvt0+zH7+/rQ+q76jvp0+mP6Xfpq+of6r/rj+iL7aPu8+xX8dfza/EH9q/0Z/oX+7/5U/7P/DABgALEA/ABDAYIBuAHkAQUCFgIXAgsC9gHbAbwBmgFwAToB+gC0AHEANAAAANH/pv99/1j/Pf8t/yj/Kv8w/zf/Q/9W/3T/m//G//b/JgBcAJcA2gAkAW0BsQHuASECTgJ1Ap8CywL6AikDVQN5A5YDqwO2A78DxAPEA8MDvgO3A60DmwODA2ADNQMEA9ACnAJpAjcCBQLWAaIBaQEqAeYAnQBUABIA1P+Z/2D/J//y/r/+jv5l/jz+Gv4D/vb99P37/Qb+Gf40/lz+kf7R/hP/Vv+Z/97/KgB/ANoAOwGfAQUCagLNAisDiAPgAzMEgATCBPcEJAVLBXAFkAWjBakFmgV5BU0FFQXTBIYEKQTCA1ED2wJiAuYBZgHgAFYAxP8y/6P+Gf6Y/ST9tvxR/PT7mftL+wj70fqr+pP6i/qa+rr68Po1+4H71vsx/JL8Af16/fz9hP4O/5b/GQCVAAQBZgG9AQoCVwKfAuACFwM5A0ADKgP4ArMCYwISAsABbgEUAbEAQQDG/0P/vf41/rP9O/3Q/Hf8MPz0+8T7nvt9+2v7Zvtu+4r7tfvu+zH8evzE/BD9W/2q/QD+Wf6y/gv/Xv+s//n/OwB2AKgAzwDtAAABCAECAe4AzQChAHAANwD3/7L/Zv8W/8X+dP4j/tP9g/01/e/8sPx7/FH8L/wW/AT8+/v/+xD8L/xc/Jb82vwp/X794P1N/sb+SP/O/1EAzgBFAbUBIwKRAvwCZgPMAyYEcgSvBNUE6wT0BPIE7wTmBNgEvgSSBFUECASwA1ID7wKIAh4CswFGAeAAfQAeAMX/c/8o/+X+rf6A/l3+Rv47/j7+TP5n/o/+v/77/kL/jf/b/yUAbACtAO8AMQFxAbAB7AEkAlwCiwKyAswC2gLgAuIC3wLXAscCqgKBAlACGQLgAaIBZAEoAe8AugCDAEkACwDI/4j/Tv8c/+/+wv6b/nb+Wf5J/kH+Q/5K/lX+Yv51/oz+qv7Q/vz+L/9l/5r/0v8IAEAAeACoAM4A6gACARwBPAFiAYUBoAGtAasBmgF+AVYBKAH1AMUAmABtAD0ABwDH/4D/Nv/r/qP+Xv4a/t39pP1r/Tb9BP3Z/L38rvyq/LD8tfy8/Mj82vz2/Bz9Q/1u/Z390/0V/mT+vf4a/3f/z/8lAHgAygAaAWYBqwHoARoCQAJfAnoCkwKtAsIC1ALcAtoCygKqAnkCOgLwAaQBVQEFAbQAXQAHALT/a/8s//P+vP6B/kP+CP7a/bn9qP2l/av9t/3H/dz99/0Y/kb+gv7K/h//ef/U/ygAdgC9AP8APwF9AboB9AEoAlQCdgKMApYCkAJ9AmECOgIRAucBvgGUAWIBIwHTAHIABgCa/zj/4/6d/mH+K/71/cL9kv1o/Un9MP0i/Rv9Gv0i/TH9Rv1n/ZL9yv0L/lb+pf71/kL/jf/V/x8AawC9ABEBZQG3AQICRAJ/Aq0C0gLwAgcDHAMtAzcDOgMwAxMD5AKgAkwC8AGRATMB2ACAACkA0f96/yP/z/57/in+3v2Y/V39Lf0H/ev82PzK/Mb8zfzd/Pv8H/1L/X39tf30/T3+jf7m/kD/l//q/zUAeAC4APkAPgGHAdEBFgJVAooCswLUAuoC8ALpAtMCtAKSAnECVQI3AhIC4gGmAV4BEQG/AGoAEgC5/2L/Df+//nb+M/7z/bT9eP0//QT90Pyh/Hr8Y/xf/HD8l/zP/Bf9a/3F/SP+hP7n/k//wv9FANUAbwEMAqcCPgPLA1EEzwQ8BZgF5AUbBkgGZwZ7BoQGfgZmBkEGCQa/BWYF8wRrBNADJgN3As0BKAGJAO//Uv+x/hT+ev3u/HP8BPym+1T7C/vS+qP6gPps+mj6efql+uf6Pvul+xL8hPz8/Hf9+v2C/gr/lf8gAKgAMQG5AUACxwJPA9MDUgTEBB4FZQWUBbIFxQXLBcUFsgWPBWAFJwXkBJcEPQTNA0cDqgL5AUABigDa/zL/lf75/V39xPwq/Jn7EfuO+hz6s/lW+Qv50Pin+Jb4m/i7+PH4Mvl9+cj5Evpm+sn6QvvQ+238E/28/WL+/v6M/wkAeADgAEsBvQE0AqsCFwN1A78D9AMVBBsEDATrA7wDiwNWAx4D4gKeAksC6gF5AfUAYgDA/xT/Zv7A/SP9mfwe/LH7Tvvt+o/6Ofrt+bf5mvmU+a754vkw+pX6Bvt9+/X7bfzr/HX9Dv63/m3/LgD4AMgBmAJZAwYEkgT8BEsFgAWlBcIF1gXmBfMF8AXfBbMFZwUABYAE7wNWA7wCKAKeAR0BngAaAIv/8P5S/rb9Jv2o/D/86/uv+4f7cfto+2b7a/t2+4P7l/uy+9r7Ffxr/Nv8Y/37/Zr+Of/W/28ACAGgATcC1AJ0AxUEtgRKBc0FQgahBvAGMgdiB4oHqQe+B9MH2AfJB6UHZQcKB5sGFgaDBeMEOQSMA+ACNgKQAfAAVgDA/zH/pv4g/qD9Kf2+/Gf8H/zq+8T7rfuq+7n72PsK/Ej8kfzj/Df9jf3h/TT+jv7x/mH/2v9ZANcASwG4ARcCagK2AvUCLgNgA4kDrgPMA+ID9gP+A/oD4gOzA3ADIQPJAnQCHgLDAWIB+gCLABgAoP8c/5D+/f1p/d/8Zvz8+6b7Xvsd++f6tvqK+mX6R/o2+jr6U/qF+tH6Mvuj+yD8mvwN/XP9zP0h/nr+3/5Q/8n/RQC6ACQBegG2AdQB1wHLAbsBsAGwAbIBtAGtAZsBewFMAQkBtQBTAO7/jP85//b+w/6f/oH+Y/49/gn+yP1//Tf9/PzS/Lj8sfy1/MT82Pzk/OD8zPyq/I38g/yV/MT8B/1T/aT9+P1L/p3+7P46/4z/6v9XANAAUAHQAU0CxQIyA5cD7AMvBGYEkQSyBMwE2QTeBNYEwwSjBG4EIAS9A0oDzwJYAuUBeAEQAasASwDw/5T/Nv/c/ob+Pv4I/uH9yP25/bT9uf3N/e/9IP5b/qD+7/5C/5X/5v8zAIEAzwAiAXABtQHtARQCNgJYAnsCogLFAuAC9QL/AgUDCAMHAwgDBwMAA/AC1QKzAo8CcAJYAkgCOgIsAhwCBALiAbIBdAErAd0AjwBCAPP/nf8+/9r+c/4S/rr9af0k/er8tvyM/GD8NPwL/On71/ve+/n7Kfxn/Kz8+/xM/aH9+P1U/rL+GP+C/+j/SACcAOMAHwFUAYABpAG+Ac4B2AHaAdABvAGdAXQBRAEKAcoAgQAwANb/eP8Z/7n+YP4N/sj9j/1e/TD9AP3M/Jf8aPxG/DP8Lfwz/EL8Wvx7/Kf82vwT/VL9kP3V/SH+dP7S/jT/lf/x/0UAkADWABsBYgGpAe8BLgJnApMCsALCAsYCwQK2AqkCmgKNAnsCYAI6AgQCwQF1ASkB4wCmAHAAPgAOAOD/tf+T/3f/YP9L/zT/IP8P/wX/A/8G/w3/Gf8r/0X/aP+Q/7r/4/8KADEAWACAAKQAwQDYAOkA8wD8AAMBDAEXASIBKwExATcBPAFEAVEBYAFtAXUBcgFnAVQBPQEmARcBEgEbAS0BQgFRAVEBQgEmAQkB8gDoAOgA8AD4APsA9wDpANMAuQCdAIgAegB1AHgAgwCSAKQAtQDCAMYAvwCxAJ4AigCBAIAAiwCeALUAzADhAO4A8wDuAOQA1ADEALgAtAC6AMUA0wDdAOAA3ADUANAA0ADVANwA5QDxAAIBFgErATkBOgEtAQ8B5QC3AIcAXgBBADIAMAA0ADMAIAD3/7r/cv8r/+z+u/6b/of+gf6F/ov+jv6I/nf+X/5F/jD+I/4d/h7+J/41/kb+Vv5h/mT+X/5S/kD+K/4a/g7+Df4T/hv+HP4P/vH9w/2R/V/9Nv0W/QD9+vwC/RX9Lv1C/Ur9Rf02/SH9Df0B/QH9E/01/WT9oP3c/RT+Rf5t/pH+r/7L/u3+Ff9K/4v/1f8hAGsArgDnABUBMwFFAVABXgFyAY4BqQG6AbsBqgGQAXABTQEnAfoAyQCYAGoAPwARAOD/pf9k/x//2P6T/lD+Fv7q/c79v/25/bT9tf28/dD97v0b/lH+jv7T/h//cf/F/xkAbgDGACQBgwHhATYCgQLIAgkDSAODA7QD3QMABB4EOARJBEkEOwQcBPcD0AOpA4UDYgM+AxoD8gLCAoUCOgLjAYkBMQHjAJwAXAAlAPT/xv+a/2z/Ov8F/9L+pP57/lr+Qv43/jj+Rv5d/nj+lv66/un+IP9i/6b/5v8kAGQAqQD4AFMBtAEYAnwC2wIyA3oDtAPiAwUEJARBBFcEYwRjBFMENgQKBM8DiAMzA9gCgAI0AvYBxgGaAWkBKwHcAIEAIgDH/3n/O/8M/+n+0P6+/rX+r/6n/pz+iv5y/l3+T/5N/lX+Yv5v/nn+e/56/nL+Z/5c/lb+VP5b/mf+cv57/n7+e/53/m7+Zv5a/kv+Qv4+/kH+Sv5U/lz+Yf5j/mH+WP5J/jP+HP4K/gL+A/4L/hX+Gf4U/gX+7P3S/bn9qf2k/av9uP3L/dz96/32/f39AP7//f/9Bv4Y/jj+Xf6A/pz+rf61/rz+v/6//rz+uv7A/tL+7f4N/yj/Nf83/zH/LP8u/zf/Rf9W/2b/dP99/4b/kf+b/6P/q/+x/77/1P/1/xwAQgBeAG0AcwB4AIIAkwCmALIAtQCyALAAswC+AM4A4ADyAAIBDgETAQ8BAgHyAOYA6QD7ABcBOQFUAWMBYgFUAT0BJAEOAQUBCQEYASwBPQFJAUwBSgFBATYBKgEfARwBKAFCAWYBjgGsAb4BwQG6AbMBsAG9AdcB/QEuAmICkQK4AtMC4ALjAt8C1wLOAscCvAKvApoCfAJUAiEC6AGqAWoBKgHtALUAhABaADQAEwDy/8//sP+X/4P/d/90/3r/if+k/8b/7P8TADgAXQCBAKgAzwD2ABoBPQFfAX4BmAGnAasBqQGgAZgBiwF1AU8BGwHcAJoAWwAdAOD/o/9q/zb/B//Y/qL+ZP4h/uH9q/2B/WP9SP0v/RX9+/zj/ND8vPyt/KP8nfyg/Kj8tPzB/M/82/zo/PX8Cf0h/T39XP12/Yr9mf2o/b392P35/Rn+OP5S/m3+iv6o/sX+3P7q/vP++v4E/xT/J/87/03/Wf9c/1n/TP9A/zX/MP8w/zH/Mf8u/yr/J/8j/yD/Hv8f/yX/M/9G/1//eP+T/67/zf/t/w8ALQBJAGMAggCpANgAEgFOAYgBvAHkAQMCGQIrAjsCSQJUAl4CZgJwAn0CiAKMAoMCaQJCAhMC5AG7AZYBeAFcAUEBIAH6AM4AnwBuAEUAJgAUAA8AFQAiAC4AMwApABEA7//R/77/v//U//f/JABSAH4AowC/AMsAzgDMANIA6gASAUcBfgGzAeIBCwIuAksCZQJ5Ao0CngKvArwCxgLLAs4CzALAAq0CjwJuAk4CMQIZAv0B1QGhAWMBHQHUAI0AQwD8/7j/ff9K/x3/8/7K/qH+ff5f/kn+Nv4q/iH+Hf4h/ir+Ov5Q/m7+lP7A/u/+HP9D/2X/gP+b/7f/1v/3/xgAOABUAGoAfACLAJkAqACvALAAoQCOAHcAZABWAEoAOQAfAPj/yv+Z/2j/Pf8U/+3+x/6e/nX+Sf4c/u39vf2J/VP9Gv3i/LP8j/x0/GL8U/xC/DD8HPwN/AH8+Pv3+/v7Bfwb/Dv8ZPyU/MT88vwa/Tr9V/10/Zb9wv32/TL+b/6s/ub+Gf9D/2X/ff+Q/6b/wv/l/w8ANgBZAHUAjwClALwA0gDjAPEA+gD/AAMBBQEIAQwBEgEaASQBLQE0ATYBMgEqASABFAELAQYBBwEKAQ0BDgENAQwBDQENAQsBBQEAAfsAAQETAS0BSAFcAWoBcwF9AY4BpgHFAeUBBgIoAkwCbQKJApwCowKiApkCjQKGAoYCkAKgArECvAK7ArICoQKNAnQCVgIvAgIC1AGoAYEBXAE1AQkB1gChAG0APQAQAOX/uv+Q/2r/Sv8x/xz/DP8B//j+9v79/g//Mf9g/5j/1f8MAEAAcACeAMsA+QAoAVkBjQHHAQkCTgKQAsgC7QIBAwUD/QLtAtYCugKbAncCTgIeAukBsAFyATIB8gCyAHMAMwDx/67/Z/8e/9j+mf5p/kT+Jv4P/vj94P3Q/cn9z/3b/eb97v3y/fb9A/4Y/jj+X/6M/r7++P47/4T/zf8RAEcAcQCTALIA0QD0ABUBMQFEAU0BUgFSAU4BQwErAQIBygCIAEAA+P+z/23/JP/T/nv+H/6//V/9AP2g/ET86/ua+1b7G/vo+rz6lPp0+lz6S/pG+kj6U/po+oX6q/rb+g/7S/uP+9T7Gvxf/J783Pwc/V39pf3u/Tf+e/66/vb+L/9r/6b/5v8lAGUAogDWAP0AGQEqATMBOgE8ATkBLwEeAQwB/ADwAOYA3gDVAMcAtACaAHkAVwA2ABsABwD2/+r/4f/d/+H/7P/8/w4AJQBBAGoAoADfAB0BVwGIAbcB6AEeAlsClwLLAvsCIANDA2kDkQO7A+YDBAQTBBEE/gPqA9cDywPEA7kDqAOTA3kDXwNAAxUD2gKPAj4C7QGhAV4BIgHoALIAggBUACQA7/+x/2//K//r/q/+ef5L/ir+Gf4Z/ir+RP5i/oL+pP7G/u7+Hf9V/5v/8f9SALwAJgGHAeEBNgKJAuACOgORA+gDOwSFBMoE+wQYBR4FDAXrBMQEmARqBDwEBgTNA4kDOwPiAnwCCwKRAREBkAAQAJb/Hv+s/jr+xv1W/en8hfwv/OH7m/tZ+xj74fq5+qH6n/qt+sP65voO+0L7g/vR+yz8k/wF/YL9Cv6a/i7/wf9OANQAUQHCAS4ClwL8Al4DuwMHBEQEawR/BIQEdgRSBBUEvwNSA9kCWALQAUQBrAAIAFn/o/7n/Sz9b/yy+wD7WPq/+Tz5w/hZ+Pv3ofdV9xT34/bO9tP29vY595L3/Pd1+PT4d/n++YH6B/uT+yb8xfx1/S3+6P6d/0gA5wB5AfwBdQLjAkoDrQMOBGQErATfBPkE/wT1BOAExwSnBIMEUwQSBMIDYAPxAncC+gF7Af0AgAABAIL/B/+S/iX+vv1b/QT9tvx4/FD8O/w5/En8aPyW/NL8HP10/dz9VP7c/nX/GwDKAHwBJwLIAl0D5ANhBNcERQWzBRwGeQbIBv0GGgciBxQH9gbNBpUGUAYABp8FNgXFBE0E0gNTA9MCVALVAVcB2wBgAOr/ev8R/67+Uv76/aX9W/0e/fP83vzY/N/88fwI/Sr9Vf2L/c39F/5l/rr+Ff95/+P/VwDOAEgBxgFGAsoCTgPIAz0EowT7BEkFiQW/BewFDgYkBi4GIQYCBs8FhwU1BdgEcQQDBIoDBwN5AuEBQgGgAP3/Xf/G/jf+rf0s/az8MPzA+137DfvV+q76mPqQ+o76lvqn+r765vof+2n7xfso/I/89fxZ/bz9IP6H/u7+Uv+x/w8AaQDAABIBXAGbAcwB8gEKAhoCIAIgAhMC9QHDAXkBGAGnAC4Asv8z/7b+Ov67/T79vvw2/Kr7GvuI+gT6ifkg+cr4gfhF+Br49fff99L30ffj9wX4OviG+Of4Xvnq+YP6Ivu++1D83Pxo/fr9mP5A/+n/iwAjAaoBHgJ/AsoCBwM7A2oDlwO/A9kD4gPXA7oDjgNTAw4DwQJuAhcCxAFwARsBxABqAAoArP9P//b+pf5d/h7+6/29/Zv9g/12/Xj9if2o/dP9B/4//nv+uf76/kP/mP/7/24A6gBoAeUBXALOAj4DqwMVBIEE5QREBZwF4AUUBjIGOAY0BiYGDwb1Bc8FoAVqBSkF4QSOBCwEvQNJA9ACXwLyAYwBKAHFAGMAAwCm/0z/+/61/n7+W/5G/j7+P/5G/lL+Zf6A/qj+3P4e/2v/xf8nAIgA6gBIAaMBAAJgAsICKAOJA+IDMwR5BLkE8gQhBU0FbwWFBZEFjgV8BV4FMwX9BMIEfgQ4BOwDmgNFA+gCgwIXAqUBLQG3AEUA3P98/yT/z/59/iv+3P2R/U79FP3m/MT8svyx/Lz80Pzo/Pz8Ev0q/UT9av2a/dL9FP5e/qr+9/4+/3v/rf/T//L/EgA6AGsApQDdAA4BMAE9ATgBJQEKAe0A0gC4AJ0AewBPABQAzv9+/yj/0/5+/i3+3/2R/Uf9+/ys/F38D/zD+4D7RPsU+/L62frK+sX6wvrF+sv61fro+gf7M/ts+6778vs3/HX8svzv/Cz9b/2z/fr9Qv6H/sz+D/9P/4v/w//3/yUATABqAIAAiwCOAIoAhAB7AHQAbwBsAGwAbgBtAGgAWwBKADUAHQAIAPb/5//b/9P/y//D/7r/rv+l/57/n/+o/7j/y//a/+L/4f/Y/8//xf++/73/wv/O/+X/AAAcADMAQgBEAD4ANgAvAC8ANAA9AEcATQBMAEIALwAZAAMA8P/g/9T/xf+1/6b/l/+K/3//df9t/2b/Y/9m/2//fP+L/5j/pv+4/8//7f8SADwAZQCOALIA0wDwAA0BJQE/AVcBcAGJAaEBuAHLAdkB4QHnAeoB7QHyAfYB+QH0AegB1gG7AZsBegFXATUBFwH+AOcA0gC8AKIAgwBiAEAAJAAQAAkADAAXACIALAAyADUAOwBHAFsAdgCUALcA3AD+ACABQgFfAX0BmQG3AdQB9QESAjECTAJlAnsCiAKOAogCeQJiAkYCJgIDAt0BsQGBAUkBCgHIAIQAQQACAMj/kv9e/yr/8v66/oD+TP4g/v/95f3W/cz9xv3F/cr91/3r/Qf+Lv5b/ov+u/7p/hb/Q/91/63/7P8vAHAArADiAA0BNAFTAWkBfQGLAZgBowGoAaoBpAGWAYEBaQFLASoBAwHWAKQAcAA9AAsA2/+q/3z/Tv8h//f+0f6t/pD+dP5h/lD+RP48/jf+NP42/j/+Uf5u/pX+xv7//j7/fv+//wAAPwB+AMAABQFMAZMB0wENAj8CagKSArkC3gIAAxgDJgMmAxUD9gLIApECVwIcAuEBpQFfARABtwBaAPz/oP9D/+X+hv4r/tL9g/06/fb8t/x9/En8G/zz+8/7t/uq+7D7yvvx+x/8Tfx2/KP80fwI/Uj9kv3j/Tj+jv7k/jn/i//c/y4AgADSAB8BZAGgAdMB+gEWAioCMwI3AjYCMAImAhQC+wHbAbMBgQFHAQQBvQByACoA5/+n/2n/Lf/x/rn+hP5V/i3+DP7y/d790f3L/cn9z/3b/e/9D/44/mr+pP7k/in/b/+1//b/NABxAK0A6AAjAVsBkAG+AegBDQIuAk4CagKAAo8ClQKOAn8CYgI/AhUC5wG2AYcBWAElAfAAtQB0AC8A6P+k/2X/LP/3/sb+l/5q/j7+E/7r/c39tv2r/ar9sv3C/df98P0O/iz+Sv5u/pT+vf7s/iD/WP+V/9T/GABeAKIA3wAXAUYBcwGdAcMB6AEIAiMCOgJLAlICUwJNAj8CKwIUAvQB0AGiAW4BOAECAdEApAB1AEIADADT/5z/af89/xf/+P7b/r/+ov6I/nT+bv50/on+p/7G/uP++v4O/yX/Qf9n/5f/zf8FADwAagCSALIA0ADwABUBPQFmAYsBpwG4AcEBwAG9AbcBsgGvAagBmwGEAWQBOgEMAdsAqQB5AEoAGgDt/8D/j/9b/yL/5v6p/nP+Qv4a/vT90/22/Z39jf2B/X39f/2D/Y39l/2k/bH9wf3T/e39DP4v/lX+ff6k/sv+8v4a/0L/bP+Y/8f/9P8bADYASQBVAGEAcgCJAKEAuQDLANYA2QDYANUA0QDOAM4AzwDMAMQAtQCgAIsAeABoAFkASgA8AC8AJQAhAB4AGQATAAgA+f/o/9r/0P/N/9P/4v/z/wMACwAPAA8AEwAeADIATgBtAIwApgC3AMAAwQDEAMwA3QD5ABkBOQFQAVoBWQFTAUgBPwE3ATIBKgEhARQBAgHrANMAuwCoAJgAigB5AGIARgApAA8A+P/o/9v/0v/L/8X/wf+7/7T/q/+i/5v/l/+W/5f/m/+h/6n/sf+7/8X/zv/Z/+b/9/8IABcAIwAsADUAQABLAFYAYwByAIIAlACmALUAwwDNANMA2QDcANwA2wDZANYA1gDWANQAzwDGALsAsAClAJ8AlwCNAIEAcQBeAEsAOgAtACMAIAAfABwAFwASAAwACQAMABEAGgAmADEAOgA9AD0AOQA3ADsARgBSAF8AZQBjAF0AVgBPAE4AUABXAF8AYgBeAFIAQQAtABoADAACAPv/9f/u/+X/2//Q/8P/t/+t/6f/oP+a/5L/hf94/2z/Yv9b/1X/Uf9M/0f/Qv89/zv/Of85/zv/Ov84/zT/Lv8t/y7/NP88/0T/Sv9M/1D/VP9b/2X/cf99/4r/kf+V/5T/j/+N/5H/mP+j/67/tv+6/7r/t/+0/7T/tv+6/8L/xv/J/8f/wP+3/7H/sP+z/7n/wv/N/9j/4v/p/+z/7P/p/+X/4//l/+j/7v/x//P/8f/t/+v/6f/o/+b/4f/Z/8z/vv+w/6T/mv+Q/4f/e/9q/1f/Qf8r/xz/Ef8N/wv/B//+/vH+4P7P/sP+vP66/rn+uf64/rb+tv65/r3+wv7I/tD+3P7r/v7+E/8m/zr/Tf9h/3T/hf+V/6T/tf/K/+P//P8TACQAMAA4AD8ARwBRAF8AbgB+AIwAkgCQAIQAdABnAGMAZQBrAHMAeAB5AHgAcgBpAGIAXwBiAGgAbwByAG4AZABbAFYAVwBaAF4AYQBiAGMAYQBfAFkAUwBNAEwATQBPAFAATwBLAEcAQgA/ADwAOwA9AEIASgBSAFcAWgBZAFcAVQBUAFYAWgBhAGgAcQB2AHsAgACEAIkAjgCTAJQAlgCVAJAAiwCCAHkAcQBuAG8AcABvAGwAZgBeAFYATwBJAEQAPQA2AC4AJwAhAB4AHAAcABsAGQAVABAADgAMAAgAAgD5//D/7P/s/+//9P/4//j/9v/z//D/7//w//f/BAATACEAKQAtACwAKwAvADgARgBWAGcAdAB9AIAAgQCCAIUAjwCaAKkAtAC7AL4AvgC+AL8AwADEAMgA0ADWANkA2QDVANEAzwDRANIA0gDQAMkAwAC2AK8AqQCkAKEAmwCVAI0AhQB9AHUAbQBlAF4AVwBRAE0ASgBFAD4AOAAyAC8ALgAtAC8AMQA1ADwAQgBEAEMAPwA7AD0AQgBKAE8AVABUAFUAVABUAFMAUwBSAFMAUQBMAEcAQgA9ADwAPAA6ADcAMQAsACgAIwAdABcADAACAPf/8P/q/+f/5f/l/+X/3//X/8z/vv+2/7L/sv+1/7b/tf+u/6j/o/+g/5//oP+h/6H/oP+c/5f/kv+P/47/j/+Q/5L/kf+O/4j/fv90/2n/Yf9d/1v/Wf9W/1L/Tf9I/0T/P/83/y7/Jv8g/xr/Ff8S/w//Df8H///+9P7o/uP+4/7m/un+6v7j/tn+0P7K/sb+xv7H/sj+yv7N/s7+zP7H/sD+uv63/rb+uP67/r7+wP7B/sH+v/67/rn+u/6//sL+w/7B/r3+vf65/rj+tv61/rT+tf66/sH+x/7L/s3+zv7Q/tP+2P7f/uj+8v78/gn/F/8o/zv/UP9k/3X/hv+X/6r/vf/S/+f//f8UACkAPgBTAGgAewCSAKgAwADVAOgA9wAFARMBIQEwAT4BSQFWAWIBbQF2AYABiAGQAZoBogGmAaMBnQGWAZEBkQGTAZUBmAGYAZgBlwGWAZEBjgGHAYIBewF1AW4BZAFZAVEBSgFGAUIBPgE4ATMBLwEpASMBHgEWAQ8BCQEEAQAB/gD9APwA+wD5APYA9gD0APMA7wDsAOgA5ADfANkA0wDMAMUAvgC3ALIAqgCiAJkAjgCGAH4AdwBxAGsAZABdAFUATABBADgALwApACYAIQAfABsAGQAWABUAEgANAAgAAwD//////v/+//v/9f/w/+v/6P/n/+b/5P/f/9r/0//N/8r/xv/B/7v/tP+u/6n/qf+r/63/rP+o/6L/mf+P/4X/f/98/3r/e/97/3f/cP9m/17/WP9T/0//TP9H/0P/Qf88/zb/L/8m/x3/Fv8S/xD/Ef8S/xT/Ff8S/w//Cf8F/wL/A/8J/w//F/8c/yD/Iv8l/yr/Lv81/zr/QP9E/0b/Sv9O/1L/WP9c/2D/Zf9o/2v/bf9v/3H/c/93/3n/ef94/3j/eP94/3r/ff9+/37/fv9+/37/fv+B/4T/iP+K/4v/if+H/4j/jf+U/57/pf+p/6z/r/+2/73/xf/L/9D/1//f/+j/8f/5/wAACQATACEALgA5AEQAUABcAGsAeQCHAJAAmACgAKgAsgC7AMQAywDRANcA3ADeAOAA4gDlAOcA6QDpAOYA4ADWAMwAwgC5ALMArAClAJ4AlgCNAIcAfQBzAGYAWABLAD8ANQAsACUAHAAVAA8ACgAFAAIA/P/2//H/7//u/+7/7v/r/+f/4//h/9//3//f/+D/5P/q//H/9//+/wMACAAMABEAFwAcACIAKQAyAD0ARgBPAFkAYQBpAHEAeAB/AIQAjACUAJ0ApACoAKsArACsAK4ArwCxALMAsQCwAKwApgCfAJcAjQCEAHoAcQBpAGMAXABVAE0AQgA2ACkAHgAVAA4ABwAAAPn/8v/r/+X/4f/c/9j/1v/V/9f/2v/b/9v/2v/Y/9j/2P/Y/9n/2f/Z/9r/2//c/9z/2v/X/9X/1P/S/9H/zv/J/8X/wf+9/7r/uP+z/67/qv+l/6D/nf+Y/5P/j/+J/4T/gf9//37/fP94/3T/b/9r/2v/bP9v/3L/df94/3n/eP93/3b/eP99/4b/jf+V/5z/oP+l/6r/rf+y/7b/u//A/8b/yv/N/8//0P/T/9f/3P/e/+L/5f/n/+v/7f/u/+3/6f/p/+r/7f/z//f/+////wIAAwAFAAcACQAOABQAGQAeACAAIwAlACcAKgAvADQAOQA+AEQARgBHAEgASgBLAEwATQBPAE8ATgBMAEoASgBJAEkASABHAEMAPwA8ADkANwA1ADEALAAlAB8AGgAYABYAFAASAA4ACgAGAAQAAQAAAAEAAQAAAP///P/5//b/8v/w/+z/6//q/+v/7f/t/+3/6//o/+T/4//h/+L/5P/l/+X/5f/k/+H/4P/f/+D/4f/i/+X/5v/p/+v/7f/t/+z/7P/r/+z/7v/x//P/9f/2//j/+P/3//X/9P/z//P/9P/1//X/9v/3//b/9f/z//H/7//u/+z/7f/v//L/9v/6//v/+//5//f/+P/7//7/AwAEAAUABQAGAAcACQAJAAoACwANAAwACwAIAAMAAQAAAAAA//////3/+//5//j/9//3//f/+f/5//r/+v/7//z//f8AAAQABwAKAA4AFAAZAB0AIAAiACMAJgAqADAAMwA3ADgAOgA7ADsAOwA7AD8ARABIAEsASgBIAEYARABDAEEAPgA8ADwAPgA/AEAAPwA6ADUAMgAwADAALgAtACsAKQAnACQAHwAeABwAHQAeAB4AGwAXABEADwAPABEAEwAVABYAGAAaABkAGgAZABkAGwAfACMAKAAtADAAMgAzADQAMgAxADAAMgA1ADYANgA0ADAALQArACkAKAAmACQAIgAfABsAFgATAA0ACAAEAAAA/f/8//v/+//4//b/8f/t/+n/6P/o/+j/5v/l/+P/4f/f/9z/2v/Z/9r/3P/e/97/3//e/9z/2v/a/9r/2v/c/97/4P/i/+P/4//j/+P/5P/j/+P/5P/m/+n/6//r/+v/6v/n/+f/5f/l/+b/5f/m/+b/5f/k/+H/3//f/9z/2v/Z/9X/0f/N/8z/yf/H/8T/v/+5/7X/sv+s/6j/pf+i/6H/nv+c/5v/mP+V/5b/lv+U/5X/lP+X/5n/nf+e/5//oP+j/6X/qP+r/6z/rf+v/7H/tf+2/7f/tf+1/7X/s/+z/7P/sP+u/63/qv+p/6f/pv+k/6L/oP+f/6D/n/+e/53/nP+c/53/n/+i/6T/pv+o/6v/rf+y/7f/vv/G/83/0v/Y/9v/3v/i/+j/8P/4////BgALABEAFQAZAB0AIQAmACoALgAxADIAMwA1ADYAOAA4ADgANwA5AD0AQABCAEIAPwA8ADsAPAA+AEAARABJAE4AUgBUAFYAVwBaAF0AYgBmAGsAbwB1AHsAgQCGAIkAjQCRAJUAmgCfAKQAqQCtALQAuAC8AL4AvwDCAMUAyADLAMwAzQDNAM4AzwDOAM0AygDIAMYAxADCAMAAvAC4ALMAsACsAKkApQCgAJoAlACNAIcAgwCAAH4AewB4AHQAbwBsAGcAZABgAF4AXQBcAFsAWgBXAFQAUQBPAE0ASwBIAEUAQgA/AD0AOwA5ADUAMQAsACcAIgAcABcAEAALAAYA///4//L/7P/k/9//2P/S/83/xv++/7b/sP+o/6H/mv+U/4//iv+F/4D/e/93/2//aP9i/17/Wv9Z/1f/Vv9V/1H/T/9L/0n/SP9I/0j/SP9K/0r/TP9M/0v/S/9K/0n/R/9I/0j/Sf9K/0v/TP9K/0f/RP8//z7/PP89/zz/Of81/zL/L/8t/yv/Kv8m/yT/JP8l/yj/J/8m/yT/JP8m/yj/LP8u/zD/Mv83/z3/Q/9I/03/UP9V/13/Zf9s/3L/dv97/4H/h/+O/5X/nf+j/6n/r/+2/7z/wv/J/8//1P/Z/9//5f/r//H/9v/6//7/AwAJAA8AEwAYABwAIQAmACoALQAwADIANwA7AEEAQwBEAEQARQBKAE8AVgBbAF8AYgBnAGwAbwB1AHsAgQCIAJAAlwCcAKMAqQCvALUAvADDAMoAzgDVANoA3QDhAOUA6ADrAOwA7wDwAPMA9QD4APgA+AD3APcA9wD1APQA8gDxAO0A6wDnAOMA3wDbANkA1wDVANIAzwDKAMcAxQDCAL4AuwC3ALQAswCxALAArACqAKcApQCjAKEAngCeAJwAnQCbAJgAlgCRAI0AiQCIAIYAgwCAAH0AewB5AHUAcQBrAGUAYABaAFUATQBHAEAAOgA0AC4AJgAeABYADwAIAAMA/v/4//L/6//k/93/1v/Q/8r/xf/A/73/t/+x/6z/qP+j/6D/m/+W/5H/jf+K/4f/hP+A/3z/dv9y/2//bP9o/2T/Yf9c/1r/V/9U/0//Sv9F/0D/Pf87/zj/Nf8y/y//Kv8n/yP/H/8c/xr/Gf8X/xX/FP8T/xH/D/8O/w7/DP8K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\" type=\"audio/wav\" />\n                    Your browser does not support the audio element.\n                </audio>\n              "
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import IPython\n",
    "IPython.display.Audio('demo.wav') #播放demo.wav"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T01:58:12.867469300Z",
     "start_time": "2024-03-20T01:58:12.831419600Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "采样率： 44100\n",
      "信号长度： (220160,)\n"
     ]
    }
   ],
   "source": [
    "#读取音频\n",
    "import numpy as np\n",
    "import scipy.io.wavfile as wav\n",
    "sr, signal = wav.read('demo.wav')\n",
    "print('采样率：', sr)\n",
    "print(\"信号长度：\", signal.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T02:53:11.892025800Z",
     "start_time": "2024-03-20T02:53:11.863239200Z"
    }
   },
   "outputs": [],
   "source": [
    "# 下面是一些会用到的音频处理函数\n",
    "from speechlib import *\n",
    "import os"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "实验1-1：基于双门限法的端点检测\n",
    "需要补充下列方法: STEn、STZcr、vad_TwoThr\n",
    "\n",
    "所有需要补充的代码都注释有TODO, 按要求补充即可"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T03:20:29.014752900Z",
     "start_time": "2024-03-20T03:20:28.912886500Z"
    }
   },
   "outputs": [],
   "source": [
    "from numpy import size\n",
    "\n",
    "\n",
    "def STEn(x: object, win: object, inc: object) -> object:\n",
    "    \"\"\"\n",
    "    计算短时能量函数\n",
    "    :param x: 语音信号\n",
    "    :param win: 窗长\n",
    "    :param inc: 帧移\n",
    "    :return: 短时能量，即每一帧的能量\n",
    "    \"\"\"\n",
    "    # TODO 需要补充\n",
    "    # 1.分帧\n",
    "    frameout = enframe(x,win,inc)\n",
    "    # 2.计算短时能量\n",
    "    energy = np.sum(frameout ** 2, axis=1) \n",
    "    return energy\n",
    "    # 3.返回短时能量\n",
    "\n",
    "def STZcr(x, win, inc, delta=0):\n",
    "    \"\"\"\n",
    "    计算短时过零率\n",
    "    :param x: 语音信号\n",
    "    :param win: 窗长\n",
    "    :param inc: 帧移\n",
    "    :return: 短时过零率，即每一帧的过零率\n",
    "    \"\"\"\n",
    "    # 1.分帧\n",
    "    absx = np.abs(x)\n",
    "    x = np.where(absx<delta,0,x)\n",
    "    frameout = enframe(x,win,inc)\n",
    "    # 2.计算短时过零率\n",
    "    X1 = frameout[:,:-1]\n",
    "    X2 = frameout[:,1:]\n",
    "    s = np.multiply(X1,X2)\n",
    "    sgn = np.where(s<0,1,0)\n",
    "    # 3.返回短时过零率\n",
    "    return np.sum(sgn,axis=1)\n",
    "\n",
    "def vad_TwoThr(x, wlen, inc, NIS):\n",
    "    \"\"\"\n",
    "    使用门限法进行端点检测\n",
    "    :param x: 语音信号\n",
    "    :param wlen: 分帧长度\n",
    "    :param inc: 帧移\n",
    "    :param NIS: 用于计算门限的无话段长度\n",
    "    :return: 语音段的起始点和终止点，语音段数，语音段标记，非语音段标记，短时能量，短时过零率\n",
    "    \"\"\"\n",
    "    maxsilence = 15\n",
    "    minlen = 5\n",
    "    status = 0\n",
    "    y = enframe(x, wlen, inc)\n",
    "    fn = y.shape[0] # 帧数\n",
    "    amp = STEn(x, wlen, inc) # 计算短时能量, 需要在上方方法定义里补充\n",
    "    zcr = STZcr(x, wlen, inc, delta=0.01) # 计算短时过零率, 需要在上方方法定义里补充\n",
    "    ampth = np.mean(amp[:NIS]) # 计算短时能量的平均值\n",
    "    zcrth = np.mean(zcr[:NIS]) # 计算短时过零率的平均值\n",
    "    amp2 = 2 * ampth\n",
    "    amp1 = 4 * ampth\n",
    "    zcr2 = 2 * zcrth\n",
    "    xn = 0\n",
    "    count = np.zeros(fn)\n",
    "    silence = np.zeros(fn)\n",
    "    x1 = np.zeros(fn)\n",
    "    x2 = np.zeros(fn)\n",
    "    for n in range(fn):\n",
    "    # 0-静音，1-可能开始，2-确定开始，3-语音段\n",
    "    \n",
    "        if status == 0 or status == 1:\n",
    "            if amp[n] > amp1: # 语音段的起始点\n",
    "                x1[xn] = max(1, n - count[xn] - 1)\n",
    "                status = 2\n",
    "                silence[xn] = 0\n",
    "                count[xn] += 1\n",
    "            elif amp[n] > amp2 or zcr[n] > zcr2: # 可能开始\n",
    "                status = 1\n",
    "                count[xn] += 1\n",
    "            else: # 静音\n",
    "                status = 0\n",
    "                count[xn] = 0\n",
    "                x1[xn] = 0\n",
    "                x2[xn] = 0\n",
    "\n",
    "        elif status == 2:\n",
    "            if amp[n] > amp2 and zcr[n] > zcr2:\n",
    "                count[xn] += 1\n",
    "            else:\n",
    "                silence[xn] += 1\n",
    "                if silence[xn] < maxsilence:\n",
    "                    count[xn] += 1\n",
    "                elif count[xn] < minlen:\n",
    "                    status = 0\n",
    "                    silence[xn] = 0\n",
    "                    count[xn] = 0\n",
    "                else:\n",
    "                    status = 3\n",
    "                    x2[xn] = x1[xn] + count[xn]\n",
    "        elif status == 3:\n",
    "            status = 0\n",
    "            xn += 1\n",
    "            count[xn] = 0\n",
    "            silence[xn] = 0\n",
    "            x1[xn] = 0\n",
    "            x2[xn] = 0\n",
    "    el = len(x1[:xn])\n",
    "    if x1[el - 1] == 0:\n",
    "        el -= 1\n",
    "    if x2[el - 1] == 0:\n",
    "        print('Error: Not find endding point!\\n')\n",
    "        x2[el] = fn\n",
    "    SF = np.zeros(fn)\n",
    "    NF = np.ones(fn)\n",
    "    for i in range(el):\n",
    "        SF[int(x1[i]):int(x2[i])] = 1 # 语音段标记\n",
    "        NF[int(x1[i]):int(x2[i])] = 0 # 非语音段标记\n",
    "    voiceseg = findSegment(np.where(SF == 1)[0]) # 找到语音段\n",
    "    vsl = len(voiceseg.keys())\n",
    "    return voiceseg, vsl, SF, NF, amp, zcr # 返回语音段的起始点和终止点，语音段数，语音段标记，非语音段标记，短时能量，短时过零率"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T03:27:08.708926Z",
     "start_time": "2024-03-20T03:27:06.527183500Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1000x800 with 3 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "(fs, data) = wavfile.read('demo.wav') # 读取音频\n",
    "data1 = data/np.max(data)     # 幅值归一化\n",
    "\n",
    "N = len(data1)\n",
    "wlen = 500\n",
    "inc = 80\n",
    "IS = 0.6\n",
    "overlap = wlen - inc\n",
    "NIS = int((IS * fs - wlen) // inc + 1)\n",
    "fn = (N - wlen) // inc + 1\n",
    "\n",
    "frameTime = FrameTimeC(fn, wlen, inc, fs) # 计算每帧的时间刻度\n",
    "time = [i / fs for i in range(N)]\n",
    "\n",
    "voiceseg, vsl, SF, NF, amp, zcr = vad_TwoThr(data1, wlen, inc, NIS) # 语音段检测\n",
    "\n",
    "# 打印语音段信息\n",
    "fig, axs = plt.subplots(3, 1, figsize=(10, 8))  # Adjust figsize as needed 调整子图大小\n",
    "plt.subplots_adjust(hspace=0.5)  # Adjust hspace for vertical spacing between subplots 调整子图间的垂直间距\n",
    "\n",
    "axs[0].plot(time, data1)\n",
    "axs[0].set_title('Endpoint detection using double threshold method')\n",
    "axs[0].set_ylabel('Amplitude')\n",
    "axs[0].set_xlabel('Time/s')\n",
    "\n",
    "axs[1].plot(frameTime, amp)\n",
    "axs[1].set_title('Short-time energy')\n",
    "axs[1].set_ylabel('Amplitude')\n",
    "axs[1].set_xlabel('Time/s')\n",
    "\n",
    "axs[2].plot(frameTime, zcr)\n",
    "axs[2].set_title('Short-time zero crossing rate')\n",
    "axs[2].set_ylabel('Amplitude')\n",
    "axs[2].set_xlabel('Time/s')\n",
    "# 画出语音段的起始和终止点\n",
    "for i in voiceseg.keys():\n",
    "    nx1 = voiceseg[i]['start']\n",
    "    nx2 = voiceseg[i]['end']\n",
    "\n",
    "    axs[0].axvline(frameTime[nx1], np.min(data1), np.max(data1), color='blue', linestyle='--')\n",
    "    axs[0].axvline(frameTime[nx2], np.min(data1), np.max(data1), color='red', linestyle='-')\n",
    "    axs[0].legend(['Waveform', 'Start', 'End'])\n",
    "\n",
    "    axs[1].axvline(frameTime[nx1], np.min(amp), np.max(amp), color='blue', linestyle='--')\n",
    "    axs[1].axvline(frameTime[nx2], np.min(amp), np.max(amp), color='red', linestyle='-')\n",
    "    axs[1].legend(['Short-time energy', 'Start', 'End'])\n",
    "    \n",
    "    axs[2].axvline(frameTime[nx1], 0, 1, color='blue', linestyle='--')\n",
    "    axs[2].axvline(frameTime[nx2], 0, 1, color='red', linestyle='-')\n",
    "    axs[2].legend(['Short-time zero crossing rate', 'Start', 'End'], loc='upper right')\n",
    "\n",
    "os.makedirs('experiment', exist_ok=True) # 创建文件夹\n",
    "plt.savefig('experiment/vad.png') # 保存图片\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "实验1-2：基于自相关法的基音周期检测\n",
    "需要补充下列方法: pitch_Corr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T03:31:51.329358300Z",
     "start_time": "2024-03-20T03:31:51.319749800Z"
    }
   },
   "outputs": [],
   "source": [
    "def pitch_Corr(x, wnd, inc, T1, fs, miniL=10):\n",
    "    \"\"\"\n",
    "    自相关法基音周期检测函数\n",
    "    :param x: 语音信号\n",
    "    :param wnd: 窗函数或窗长\n",
    "    :param inc: 帧移\n",
    "    :param T1: 门限\n",
    "    :param fs: 采样率\n",
    "    :param miniL: 语音段的最小帧数\n",
    "    :return voiceseg, vsl, SF, Ef, period: 语音段的起始点和终止点，语音段数，语音段标记，非语音段标记，基音周期\n",
    "    \"\"\"\n",
    "    y = enframe(x,wnd,inc)# TODO 需要补充：调用enframe方法进行分帧\n",
    "    fn = y.shape[0]\n",
    "    if isinstance(wnd, int):\n",
    "        wlen = wnd\n",
    "    else:\n",
    "        wlen = len(wnd)\n",
    "    voiceseg, vsl, SF, Ef = pitch_vad(x, wnd, inc, T1, miniL)  # 语音分段\n",
    "    lmin = fs // 500  # 基音周期的最小值\n",
    "    lmax = fs // 60  # 基音周期的最大值\n",
    "    period = np.zeros(fn)\n",
    "    for i in voiceseg.keys():    # 在所有语音段中\n",
    "        ixb = voiceseg[i]['start'] # 语音段的起始帧\n",
    "        ixd = voiceseg[i]['duration'] # 语音段的帧数\n",
    "        for k in range(ixd):\n",
    "            ru = np.correlate(y[k + ixb, :], y[k + ixb, :], 'full')\n",
    "            ru = ru[wlen:]# TODO 需要补充：输入y, 调用np.correlate计算短时自相关,并找到最大值,返回自相关函数ru\n",
    "            tloc = np.argmax(ru[lmin:lmax])\n",
    "            period[k + ixb] = lmin + tloc# TODO 需要补充：输入ru找到范围内短时自相关最大值的标号,将其作为基音周期的估值,并存入period\n",
    "    return voiceseg, vsl, SF, Ef, period"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T03:31:55.923564300Z",
     "start_time": "2024-03-20T03:31:53.482568400Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1000x800 with 2 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from scipy.io import wavfile\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取WAV文件\n",
    "(fs, data) = wavfile.read('demo.wav')\n",
    "\n",
    "# 去除直流偏移\n",
    "data = data - np.mean(data)\n",
    "\n",
    "# 幅值归一化\n",
    "data = data / np.max(data)\n",
    "\n",
    "# 分析参数\n",
    "wlen = 320  # 分析窗口长度\n",
    "inc = 80    # 连续窗口间隔\n",
    "N = len(data)\n",
    "time = [i / fs for i in range(N)]  # 时间向量\n",
    "T1 = 0.05  # 用于基音校正的阈值\n",
    "\n",
    "# 进行基音校正并检测有声段\n",
    "voiceseg, vsl, SF, Ef, period = pitch_Corr(data, wlen, inc, T1, fs)\n",
    "\n",
    "# 计算帧数\n",
    "fn = len(SF)\n",
    "\n",
    "# 计算帧时间位置\n",
    "frameTime = FrameTimeC(fn, wlen, inc, fs)\n",
    "\n",
    "# 设置子图布局\n",
    "fig, axs = plt.subplots(2, 1, figsize=(10, 8))\n",
    "plt.subplots_adjust(hspace=0.5)  # 调整垂直间距\n",
    "\n",
    "# 绘制波形图\n",
    "axs[0].plot(time, data)\n",
    "axs[0].set_title('Waveform of speech')\n",
    "axs[0].set_ylabel('Amplitude')\n",
    "axs[0].set_xlabel('Time/s')\n",
    "\n",
    "# 绘制自相关基音周期检测图\n",
    "axs[1].plot(frameTime, period)\n",
    "axs[1].set_title('Pitch Detection by Autocorrelation')\n",
    "axs[1].set_ylabel('Period')\n",
    "axs[1].set_xlabel('Time/s')\n",
    "\n",
    "# 标记有声段\n",
    "for i in voiceseg.keys():\n",
    "    nx1 = voiceseg[i]['start']\n",
    "    nx2 = voiceseg[i]['end']\n",
    "\n",
    "    # 在波形图上标记有声段\n",
    "    axs[0].axvline(frameTime[nx1], np.min(data), np.max(data), color='blue', linestyle='--')\n",
    "    axs[0].axvline(frameTime[nx2], np.min(data), np.max(data), color='red', linestyle='-')\n",
    "\n",
    "    # 在自相关基音周期检测图上标记有声段\n",
    "    axs[1].axvline(frameTime[nx1], np.min(period), np.max(period), color='blue', linestyle='--')\n",
    "    axs[1].axvline(frameTime[nx2], np.min(period), np.max(period), color='red', linestyle='-')\n",
    "\n",
    "axs[0].legend(['Waveform', 'Start', 'End'])\n",
    "axs[1].legend(['Pitch', 'Start', 'End'])\n",
    "\n",
    "os.makedirs('figs', exist_ok=True) # 创建文件夹\n",
    "plt.savefig('figs/pitch.png') # 保存图片\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "实验1-3：MFCC提取\n",
    "需要补充下列方法: Nmfcc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "def Nmfcc(x, fs, p, frameSize, inc, nfft=512, n_dct=12):\n",
    "    \"\"\"\n",
    "    计算mfcc系数\n",
    "    :param x: 输入信号\n",
    "    :param fs: 采样率\n",
    "    :param p: Mel滤波器组的个数\n",
    "    :param frameSize: 分帧的每帧长度\n",
    "    :param inc: 帧移\n",
    "    :return: mfcc系数\n",
    "    \"\"\"\n",
    "    # 预加重处理\n",
    "    x_preemphasized = # TODO 需要补充：输入x, 调用lfilter方法进行预加重\n",
    "\n",
    "    # 分帧\n",
    "    frames = # TODO 需要补充：输入frames, 调用enframe方法进行分帧\n",
    "\n",
    "    # 加窗\n",
    "    frames = # TODO 需要补充：输入frames, 调用np.hanning和np.multiply方法进行加窗\n",
    "\n",
    "    # 计算FFT\n",
    "    fft_result = # TODO 需要补充：输入frames, 调用np.fft.rfft方法进行FFT\n",
    "\n",
    "    # 计算能量谱\n",
    "    power_spectrum = np.abs(fft_result) ** 2\n",
    "    \n",
    "    # 计算通过Mel滤波器的能量\n",
    "    bank = melbankm(p, nfft, fs, 0, 0.5 * fs, 0)\n",
    "    ss = np.matmul(power_spectrum, bank.T)\n",
    "    \n",
    "    # 计算DCT倒谱\n",
    "    M = bank.shape[0] # 滤波器个数\n",
    "    m = np.array([i for i in range(M)])\n",
    "    mfcc = np.zeros((ss.shape[0], n_dct)) # 初始化mfcc系数\n",
    "    for n in range(n_dct):\n",
    "        mfcc[:, n] = # TODO 需要补充：输入M,m,ss, 调用np计算mfcc系数\n",
    "    return mfcc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import librosa\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.io import wavfile\n",
    "import numpy as np\n",
    "\n",
    "# 读取WAV文件\n",
    "(framerate, wave_data) = wavfile.read(\"demo.wav\")\n",
    "\n",
    "# 参数设置\n",
    "wlen = 256\n",
    "inc = 128\n",
    "num = 8\n",
    "nfft = 256\n",
    "n_dct = 24\n",
    "\n",
    "# 归一化处理\n",
    "x = wave_data / max(np.abs(wave_data))\n",
    "time = np.arange(0, len(wave_data)) / framerate\n",
    "\n",
    "# 绘制原始波形\n",
    "plt.figure(1)\n",
    "plt.subplot(411)\n",
    "plt.plot(time, x, 'b')\n",
    "plt.title(\"(a) Waveform\")\n",
    "plt.ylabel(\"Amplitude\")\n",
    "plt.xlabel(\"Time/s\")\n",
    "\n",
    "# 计算MFCC特征\n",
    "ccc1 = librosa.feature.mfcc(y=x,\n",
    "                            n_fft=wlen,\n",
    "                            sr=framerate,\n",
    "                            n_mfcc=24,\n",
    "                            fmax=4000,\n",
    "                            dct_type=2,\n",
    "                            hop_length=inc,\n",
    "                            win_length=wlen)\n",
    "ccc2 = np.transpose(ccc1)\n",
    "\n",
    "# 进行NMFCC计算\n",
    "ccc1 = Nmfcc(x, framerate, num, wlen, inc, nfft, n_dct)\n",
    "fn = ccc1.shape[0]\n",
    "cn = ccc1.shape[1]\n",
    "frameTime = FrameTimeC(fn, wlen, inc, framerate)\n",
    "\n",
    "# # 计算语谱图\n",
    "D = librosa.stft(x, n_fft=wlen, hop_length=inc)\n",
    "D_db = librosa.amplitude_to_db(np.abs(D), ref=np.max)\n",
    "# 绘制语谱图\n",
    "plt.subplot(412)\n",
    "librosa.display.specshow(D_db, sr=framerate, hop_length=inc, x_axis='time', y_axis='linear')\n",
    "plt.title(\"(b) Spectrogram\")\n",
    "plt.colorbar(format='%+2.0f dB')\n",
    "\n",
    "# 绘制MFCC系数\n",
    "plt.subplot(413)\n",
    "plt.plot(frameTime, ccc1[:, 0:int(cn/2)])\n",
    "plt.title(\"(c) MFCC Coefficients\")\n",
    "plt.ylabel(\"Amplitude\")\n",
    "plt.xlabel(\"Time/s\")\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "# 绘制MFCC特征图\n",
    "plt.subplot(414)\n",
    "plt.imshow(ccc1, cmap='hot', interpolation='nearest', aspect='auto')\n",
    "plt.xlabel('Frame')\n",
    "plt.ylabel('MFCC Coefficient')\n",
    "plt.title('(d) MFCC Features')\n",
    "plt.colorbar(label='Magnitude')\n",
    "\n",
    "# 调整子图间距\n",
    "plt.subplots_adjust(hspace=2)\n",
    "\n",
    "os.makedirs('figs', exist_ok=True) # 创建文件夹\n",
    "plt.savefig('figs/mfcc.png') # 保存图片\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
